Pith. sign in

Paper Citation Record · LEDGER

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training

As of 8 August 2026, this Paper Citation Record lists 87 of 87 outbound references and 0 inbound Pith citation observations for arXiv:2505.20110.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2505.20110 v3

Coverage vector

measured 87 of 87 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:06:59.238874Z

measured 87 of 87 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

87 of 87 outbound references displayed

  • verified exact7
  • verified fuzzy40
  • unresolved39
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2f3b8876-9123-4e47-9e01-799dad236ad7 · outbound

This paper cites Investigating Generalization Behaviours of Generative Flow Networks.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Investigating Generalization Behaviours of Generative Flow Networks

Reference 1

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:07:01.514044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T14:06:50.706259Z digest=sha256:d961b7e54f667e20835f5791e34ac816e16ec69ee560351433c963ae1347e25d

Observation 2a312946-5bdd-4aa3-a5a4-d8a4407c07ad · outbound

This paper cites Why is tanimoto index an appropriate choice for fingerprint-based similarity calculations? Journal of cheminformatics, 7: 0 1--13, 2015.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Why is tanimoto index an appropriate choice for fingerprint-based similarity calculations? Journal of cheminformatics, 7: 0 1--13, 2015

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-07T14:06:50.787479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:06:50.787479Z digest=sha256:6d3e86abdf443e72b1916c2e1240fbfada17567a6e0de6e6907c5d89b1be6f67

Observation 4c22ac3a-43b8-4bf3-93aa-3f3a4f776a14 · outbound

This paper cites Flow network based generative models for non-iterative diverse candidate generation.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Flow network based generative models for non-iterative diverse candidate generation

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-07T14:06:50.896695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:06:50.896695Z digest=sha256:283f69253ba8ecec2a6ad4d1c54e978e6de9b81bed3b48709e9560f22f177c1d

Observation 72e3e87f-ef00-4b5b-bb02-127c97223e4f · outbound

This paper cites Gflownet foundations.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Gflownet foundations

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-07T14:06:50.980818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:06:50.980818Z digest=sha256:2b00831aa5dd8a9a65e275aafa5b5dca9778c99b2a1aeadc3d6d664b4c284d0f

Observation f3c68c15-ec07-497b-ba86-045e72db6c97 · outbound

This paper cites A theory of non-acyclic generative flow networks.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training A theory of non-acyclic generative flow networks

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-07T14:06:51.093074Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:06:51.093074Z digest=sha256:5154936ef955df92a15081f9b78ca43677d45db6c73677162421d6cf6d15fb1b

Observation a2026297-dc9e-4d6e-98c7-36afcc7bad34 · outbound

This paper cites Ergodic Generative Flows.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Ergodic Generative Flows

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-07T14:06:51.187728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:06:51.187728Z digest=sha256:b82ed600317673fd94460837f0ce4ff6a30dee9f79e96e3fd1d7323e3d6424bd

Observation 71af4de3-dd33-43b9-85c3-a0749a421503 · outbound

This paper cites Jaakkola.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Jaakkola

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-07T14:06:51.288220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:06:51.288220Z digest=sha256:d758e0c2ba495cfcb389bb62ec7e50593e1b2643b3d43b74314ba94cde6494bf

Observation 2ff8f617-b2b2-4a66-a818-1243d67290b5 · outbound

This paper cites Offline goal-conditioned reinforcement learning for safety-critical tasks with recovery policy.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Offline goal-conditioned reinforcement learning for safety-critical tasks with recovery policy

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-07T14:06:51.406702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:06:51.406702Z digest=sha256:83d354032ae7d5d01a49ff0750195b500a448d3f04bac9a25796fcd8e743204f

Observation 845aa5b4-2eab-49d9-9ff7-e1e6bf85b5f2 · outbound

This paper cites Kostas, Emma Jordan, and Philip S.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Kostas, Emma Jordan, and Philip S

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T14:06:51.520129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:06:51.520129Z digest=sha256:ce261c8a3990178989ba08ce9d0f4f0eaeb09f4c2f9ffdb176ce1a3cec8e1124

Observation 8735b758-b3ed-4284-9044-91c4b5a4dc60 · outbound

This paper cites On the opportunities and challenges of offline reinforcement learning for recommender systems.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training On the opportunities and challenges of offline reinforcement learning for recommender systems

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:10.411910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T14:06:51.617595Z digest=sha256:857998bfdae4d64f18f2a517c22dc5375352c8eca4df08a843948d815e66e0e8

Observation 656f4a01-b6a2-4926-a78f-b470ce78734f · outbound

This paper cites Order-preserving GF lownets.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Order-preserving GF lownets

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:10.232515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T14:06:51.731516Z digest=sha256:4034d3e6e7f7c4fec2e1517dc67423e1d1419245c1cae273f0665eedc3957491

Observation e4985d0d-3f64-4051-aa40-1cae1993a19d · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Training Verifiers to Solve Math Word Problems

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T14:06:51.846624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:06:51.846624Z digest=sha256:e75cbcffdac684e6e0570c2219737619e9002d64d1e4f133bf7411703d3b4d37

Observation dba15a1d-60cb-455f-aeb0-37588edbf45f · outbound

This paper cites Towards Guaranteed Safe AI: A Framework for Ensuring Robust and Reliable AI Systems.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Towards Guaranteed Safe AI: A Framework for Ensuring Robust and Reliable AI Systems

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T14:06:51.959013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:06:51.959013Z digest=sha256:c1dcec95d30e288aab34d09d7cf603d40b4f9abe2b3b7ddd5ac554ff376cad00

Observation 1d42dba5-d29e-467e-ad49-e054b4cdf125 · outbound

This paper cites Bayesian structure learning with generative flow networks.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Bayesian structure learning with generative flow networks

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:10.033616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T14:06:52.085225Z digest=sha256:184ae582dd07ea597d7b264aee11b73b33232ac4785eeb0ccf1c09331c83ef67

Observation 7cb682ea-d0af-434a-a35d-eebf744d8d1c · outbound

This paper cites Decomposition of uncertainty in bayesian deep learning for efficient and risk-sensitive learning.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Decomposition of uncertainty in bayesian deep learning for efficient and risk-sensitive learning

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-07T14:06:52.205806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:06:52.205806Z digest=sha256:296c070946fb01b5be90f887bd4da31f77f96a46dc58152e9ecac6400845f48f

Observation 0e4bc098-4bad-4b57-a77b-ab324bd0f0dd · outbound

This paper cites Learning robust rewards with adverserial inverse reinforcement learning.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Learning robust rewards with adverserial inverse reinforcement learning

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:09.844922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T14:06:52.379431Z digest=sha256:c688d44005d026b84e13886065996c4729d4bae516e22f64f4a58c6fc740ac4f

Observation 25b95207-f9b7-4fb2-97d8-08e2eb4d143b · outbound

This paper cites D4RL: Datasets for Deep Data-Driven Reinforcement Learning.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training D4RL: Datasets for Deep Data-Driven Reinforcement Learning

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-07T14:06:52.551004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:06:52.551004Z digest=sha256:6b5cd2e1b734f479dbcc070b8cdb2869bdd743b4c18db468e299b37d59359723

Observation e024c472-0f4f-4432-abde-5790ab6383fa · outbound

This paper cites Iq-learn: Inverse soft-q learning for imitation.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Iq-learn: Inverse soft-q learning for imitation

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-07T14:06:52.659585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:06:52.659585Z digest=sha256:78a0d5946f088420c38a29a4a773230e158be1dc27422df84271db70457f1ffb

Observation 8c52a11d-87dd-4cb6-99a5-a10cc20e78a0 · outbound

This paper cites Generative flow networks assisted biological sequence editing.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Generative flow networks assisted biological sequence editing

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:09.652530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T14:06:52.743514Z digest=sha256:9da1759aab399b11aab6d75372b3518607f30392575ad70ca2e5aec9f517e546

Observation 69d1a6d4-773f-4fbc-a375-46f862563da7 · outbound

This paper cites Neural message passing for quantum chemistry.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Neural message passing for quantum chemistry

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:09.353849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T14:06:52.819642Z digest=sha256:a16ba2b267294cea4f380928c2cca27b5a57a7926fa78875b85a09ac523d2db8

Observation c0d7c536-3be1-471a-8420-e5deb1fe120e · outbound

This paper cites Optimizing Backward Policies in GFlowNets via Trajectory Likelihood Maximization.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Optimizing Backward Policies in GFlowNets via Trajectory Likelihood Maximization

Reference 21

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:07:01.278464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T14:06:52.870133Z digest=sha256:e51098d5c05dbe73041b075e36a1b0b6600dd040602bc9a277d71a4fe8332363

Observation 5c39f059-0952-4d0e-8c23-da3314372501 · outbound

This paper cites RL Unplugged: A Suite of Benchmarks for Offline Reinforcement Learning.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training RL Unplugged: A Suite of Benchmarks for Offline Reinforcement Learning

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-07T14:06:52.959756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:06:52.959756Z digest=sha256:c29427d10df0dd165319d334e0c395665fceecc5b69dfaccd2b20635be884072

Observation 44fb0db7-1e77-4d1f-9a1a-5403c81b3757 · outbound

This paper cites Generative adversarial imitation learning.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Generative adversarial imitation learning

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-07T14:06:53.065699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:06:53.065699Z digest=sha256:9d067fdf32a9a9c0b0d94215e188ab3e90612e80e5008ff990e8904c4f2103b3

Observation 07a15643-82ea-4fc2-92e2-0ffcd406dbca · outbound

This paper cites Harnessing Mixed Offline Reinforcement Learning Datasets via Trajectory Weighting.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Harnessing Mixed Offline Reinforcement Learning Datasets via Trajectory Weighting

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-07T14:06:53.134962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:06:53.134962Z digest=sha256:40349d376bc4b254a8941e61ea27e20da247e59d6a3ea116c96930fb283f8353

Observation 0cb1d4de-5476-4967-9b32-a2cb8210a1e4 · outbound

This paper cites Amortizing intractable inference in large language models.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Amortizing intractable inference in large language models

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:09.102084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T14:06:53.216532Z digest=sha256:71a91fd64ee8c5bb004b0db9f4bc720c84e704d3b121efd48c5659c53e71c03c

Observation 978246be-75c4-403b-bc59-fd98f273a464 · outbound

This paper cites Beyond Squared Error: Exploring Loss Design for Enhanced Training of Generative Flow Networks.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Beyond Squared Error: Exploring Loss Design for Enhanced Training of Generative Flow Networks

Reference 26

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:07:01.008083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T14:06:53.272259Z digest=sha256:35546e7c311025077b0305e637222971bf94d30dd19c7574edc09be9b0b0e67b

Observation 7d1d0f10-35e8-4034-9caa-00dca3e7781e · outbound

This paper cites Biological sequence design with gflownets.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Biological sequence design with gflownets

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-07T14:06:53.346840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:06:53.346840Z digest=sha256:7f12be394aac34e416bc28c54d2677a731cd0ce499e1769e1ec498cd56e5a6a2

Observation f1ea616d-8c6e-4ccb-b858-a26c524de2d3 · outbound

This paper cites Gflownets for ai-driven scientific discovery.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Gflownets for ai-driven scientific discovery

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:08.884392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T14:06:53.483302Z digest=sha256:8bc0a8c14ced7595c6e9d89d5c946d833d3d81a9a68e43ca56fb923afacdb5af

Observation 56d06d83-494d-47f7-8905-599f8bf4eb5b · outbound

This paper cites Multi-objective gflownets.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Multi-objective gflownets

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:08.595359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T14:06:53.605395Z digest=sha256:431a06ddf31a31df54885af82ee67754bdf4dfdab69fe99b19cd99fb7a6115fc

Observation 291583ff-9eee-4707-8292-046ef1d88b89 · outbound

This paper cites Learning Energy Decompositions for Partial Inference of GFlowNets.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Learning Energy Decompositions for Partial Inference of GFlowNets

Reference 30

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:07:00.691832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T14:06:53.738434Z digest=sha256:70115b2becfebcc37836fe08faf3ec932f453da770de8e6e4766afaf6233c09f

Observation 5dd8814c-af88-4ecb-a2aa-328418e49962 · outbound

This paper cites Pessimistic Backward Policy for GFlowNets.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Pessimistic Backward Policy for GFlowNets

Reference 31

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:07:00.407582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T14:06:53.800900Z digest=sha256:e34c9b2e040ef2aa2acac7f2b62ba7ff37ea35f78329a7e9f560606bd2d4295d

Observation 24bac716-b832-4355-8ffa-49655f3e1d15 · outbound

This paper cites Junction tree variational autoencoder for molecular graph generation.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Junction tree variational autoencoder for molecular graph generation

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:08.437404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T14:06:53.914266Z digest=sha256:4cd47eb028cbe6fdc7190f4759ee6582683142d3ee74117051a9a9be5efd7b28

Observation 4bb4d12f-7138-4b8a-98f2-7e04ed712f3b · outbound

This paper cites DROID: A Large-Scale In-The-Wild Robot Manipulation Dataset.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training DROID: A Large-Scale In-The-Wild Robot Manipulation Dataset

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-07T14:06:54.032620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:06:54.032620Z digest=sha256:501beec380fd5e391d42889dba17cbbf729a2bc7ee1760450d292aa6daabe62e

Observation 7f17649f-be56-42bc-95da-56a9ac5e91ef · outbound

This paper cites Ant Colony Sampling with GFlowNets for Combinatorial Optimization.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Ant Colony Sampling with GFlowNets for Combinatorial Optimization

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-07T14:06:54.168561Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:06:54.168561Z digest=sha256:f09c231d52dff3ed8b93ee1631271f059e1b898d00f3200bd406e4a88e17df23

Observation eac58d74-cf28-420c-bbf8-89c8af3aefa4 · outbound

This paper cites Adaptive teachers for amortized samplers.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Adaptive teachers for amortized samplers

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-07T14:06:54.293159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:06:54.293159Z digest=sha256:b003b537b3b1f7c0013835382636d7d64c58809b60f05c03b2a3852ae6a8d2d5

Observation 2fe1be81-6c7e-4668-ab4d-3bf375eb9fd1 · outbound

This paper cites Local search gflownets.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Local search gflownets

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:08.206444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T14:06:54.414655Z digest=sha256:b51a93800e8499bcda170fbc37952a6bedb84cbf2a075787886de2fbdad78a5b

Observation ed049a15-31f0-4cdd-aff7-7f45c5325abb · outbound

This paper cites Discriminator-Actor-Critic: Addressing Sample Inefficiency and Reward Bias in Adversarial Imitation Learning.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Discriminator-Actor-Critic: Addressing Sample Inefficiency and Reward Bias in Adversarial Imitation Learning

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-07T14:06:54.469706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:06:54.469706Z digest=sha256:9e45e11c0fc1f11d23b05b408a9cda13a79a0a8da0a90df1032145859caeaf2b

Observation 61f7aed8-786f-454b-8563-277a630d5159 · outbound

This paper cites Imitation learning via off-policy distribution matching.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Imitation learning via off-policy distribution matching

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:08.004935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T14:06:54.522126Z digest=sha256:f8745571620bcae27bcdcc99ca2553f18cdf6d9647cc18f5233d3e9845682936

Observation 24bc7957-8830-4053-9506-fabd3d949792 · outbound

This paper cites Offline Reinforcement Learning with Implicit Q-Learning.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Offline Reinforcement Learning with Implicit Q-Learning

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-07T14:06:54.601744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:06:54.601744Z digest=sha256:657bd758374547e9f38682707640d1b0f9d37ad8b40a4a3f5a7c577ca81a620b

Observation 1867bf6a-e1a5-4ed6-9f06-edc34feea19d · outbound

This paper cites Conservative q-learning for offline reinforcement learning.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Conservative q-learning for offline reinforcement learning

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-07T14:06:54.679326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:06:54.679326Z digest=sha256:d67dbd856d835b4443f77cee0585554bd9fda63c14f095fb3b464270a631f31d

Observation f0c0cf97-643a-412c-be92-80d340f2e28b · outbound

This paper cites A theory of continuous generative flow networks.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training A theory of continuous generative flow networks

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-07T14:06:54.740178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:06:54.740178Z digest=sha256:60f1ffde0d52917c57fa146f8ea26708274e8635544accac13f491a685d1077b

Observation fbbecb08-0b29-496f-85cf-61a9742b29ae · outbound

This paper cites Qgfn: Controllable greediness with action values.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Qgfn: Controllable greediness with action values

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:07.832725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T14:06:54.799336Z digest=sha256:331f5f4e0c6edf710fce6790b4a0fd9fd2349ecb4ab16ad66dc8c84653834725

Observation e8184900-d0d6-4760-ab63-589e8270b881 · outbound

This paper cites Energy-Based Imitation Learning.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Energy-Based Imitation Learning

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-07T14:06:54.856795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:06:54.856795Z digest=sha256:7a6389681262e9fae437a92d402e6529e9a61bc55be0fca7d3110ff2f036fb0f

Observation 7ce8d23e-9244-474b-b19b-a9e6d642fcbe · outbound

This paper cites Generative flow network for listwise recommendation.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Generative flow network for listwise recommendation

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:07.610336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T14:06:54.919194Z digest=sha256:4872c8ed4fce52f77412c5837362faf40f8cf3b08cdaee24398f3f7c2fbea242

Observation b2665c5d-b4da-47c8-b7e6-d5477c32bd02 · outbound

This paper cites Xiao, Weiyang Liu, Yoshua Bengio, and Dinghuai Zhang.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Xiao, Weiyang Liu, Yoshua Bengio, and Dinghuai Zhang

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:07.331103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T14:06:54.980101Z digest=sha256:53a0c8720de0d0f6dd1149c75ef5d77d51717f1138ec461ef9be9cc266cbb753

Observation fc7ba83e-16f6-40a0-bae1-3e0266a1ee0a · outbound

This paper cites Transferable Reward Learning by Dynamics-Agnostic Discriminator Ensemble.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Transferable Reward Learning by Dynamics-Agnostic Discriminator Ensemble

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-07T14:06:55.053707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:06:55.053707Z digest=sha256:2f978ee5de56fa86b0a1fcbf2e341a1e8bdf07c5e8f75bc5b8979f5cbaed66ab

Observation 92477e93-39a7-4c61-b3b0-bff8f021f9e9 · outbound

This paper cites Reward-consistent dynamics models are strongly generalizable for offline reinforcement learning.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Reward-consistent dynamics models are strongly generalizable for offline reinforcement learning

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:07.145219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T14:06:55.200081Z digest=sha256:78cfa93cd8a0dbe948b17065464107f59963828852af367a591881191e795844

Observation 63303881-e7d8-45a7-8779-44759120d5a0 · outbound

This paper cites Learning gflownets from partial episodes for improved convergence and stability.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Learning gflownets from partial episodes for improved convergence and stability

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-07T14:06:55.364121Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:06:55.364121Z digest=sha256:6bce5d792c13479bdbbff9d5df7a443d13095bf40bb0c5242b13d9ba65243cb9

Observation 47ad0e20-de04-4ec5-bd1b-2cbf57f394f8 · outbound

This paper cites Towards improving exploration through sibling augmented gflownets.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Towards improving exploration through sibling augmented gflownets

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:06.947512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T14:06:55.537100Z digest=sha256:3c86cd931239bc4280b2c147059e903956140b459d81e6bdabdeb4a302e3a970

Observation cf110448-e826-49e6-be85-ddb54fa8079b · outbound

This paper cites Trajectory balance: Improved credit assignment in gflownets.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Trajectory balance: Improved credit assignment in gflownets

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-07T14:06:55.695989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:06:55.695989Z digest=sha256:acc0e334cb530a9156fad8fd16edb5097f4162f8276b93d84ebca64cab244a87

Observation dd7848e9-710b-46ca-8002-3a2f6c825eae · outbound

This paper cites GFlowNets and variational inference.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training GFlowNets and variational inference

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-07T14:06:55.814281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:06:55.814281Z digest=sha256:5aff8ee08d0c764616c7bdf2855a3f8d8019bdee1f2bfcca41fb9d717649d7ad

Observation 074268e2-894d-418d-89bb-67170717106a · outbound

This paper cites Maximum entropy gflownets with soft q-learning.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Maximum entropy gflownets with soft q-learning

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:06.708082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T14:06:55.949508Z digest=sha256:f65b32273ae38a8d61da082a2b14345304550b5fad0456f4c775a8a13654e303

Observation 67a59749-62c2-458c-b324-85aff705161b · outbound

This paper cites Revisiting Non-Acyclic GFlowNets in Discrete Environments.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Revisiting Non-Acyclic GFlowNets in Discrete Environments

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-07T14:06:56.077101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:06:56.077101Z digest=sha256:0c7e51560a265b23abdba2cb4fa352981645b41efed9c2f7f906476f6d240a69

Observation 83a26344-9ca5-42d9-a67d-ee3989f4f136 · outbound

This paper cites Algorithms for inverse reinforcement learning.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Algorithms for inverse reinforcement learning

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:06.453244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T14:06:56.222652Z digest=sha256:2e3160596631be6a9e45b8073a1db2cfa491ff3702552e7fc66a8856a5741a09

Observation 4502d76f-a93c-43c6-ad13-c27faff9ab57 · outbound

This paper cites Training language models to follow instructions with human feedback.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Training language models to follow instructions with human feedback

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-07T14:06:56.342285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:06:56.342285Z digest=sha256:dee028e6c67ecf78f4493517eb8e3386cf1bd692d5778999935e48712f1f2215

Observation 82c6ce44-e7d8-4827-8a8c-b6d7bd8d94a1 · outbound

This paper cites Generative Augmented Flow Networks.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Generative Augmented Flow Networks

Reference 56

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:07:00.067704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T14:06:56.511350Z digest=sha256:86ddd89b064d76d6c74d59a278c552cde78a4aa44d4dcfb794ce7ac6081b8414

Observation 3b75aa14-ffe4-4183-853c-ac4c6e2c6b39 · outbound

This paper cites Better training of gflownets with local credit and incomplete trajectories.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Better training of gflownets with local credit and incomplete trajectories

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:06.282783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T14:06:56.682426Z digest=sha256:401de324af957bea4e7fabc3a88813d185cd4e9034736decc51316a07293b4b3

Observation 0e304cd7-920d-4ab1-8472-305ece07d5f2 · outbound

This paper cites Stochastic generative flow networks.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Stochastic generative flow networks

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:06.036562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T14:06:56.831062Z digest=sha256:92cc091a38a404353b0d0b1bb79a18813941c35c14c6ca0c54962d1fc132190c

Observation a77d252e-8a5f-425c-9252-1a751c754fd5 · outbound

This paper cites Dbaasp v3: database of antimicrobial/cytotoxic activity and structure of peptides as a resource for development of new therapeutics.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Dbaasp v3: database of antimicrobial/cytotoxic activity and structure of peptides as a resource for development of new therapeutics

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:05.904688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T14:06:56.972753Z digest=sha256:05a7463e9eb07d5494d1e65e4878a92af058b6b601e82f8a81d948c57bb3b302

Observation f2eda5c3-4c22-4ea1-be95-09c5d91394d7 · outbound

This paper cites Goal-conditioned GFlowNets for Controllable Multi-Objective Molecular Design.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Goal-conditioned GFlowNets for Controllable Multi-Objective Molecular Design

Reference 60

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:06:59.803036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T14:06:57.093913Z digest=sha256:06071fe4ecb0b38d65e97612b26dcaedcb545e079b5689c43d509afd74c565ec

Observation 3d6c531f-af69-40cf-865f-d4d4f8757d0b · outbound

This paper cites Improved off-policy training of diffusion samplers.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Improved off-policy training of diffusion samplers

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:05.727147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T14:06:57.226773Z digest=sha256:3aab92891627e41cfaefef19bd806f6bdc901e4a954c838cfd0111585a2b5d7c

Observation d3a2cfef-bd2a-4046-9c32-41679f9ba5f5 · outbound

This paper cites Towards understanding and improving gflownet training.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Towards understanding and improving gflownet training

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:05.555180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T14:06:57.398950Z digest=sha256:ceb7ad1cf3e56b8643909e9aa526ac5929dc6e0a99d29918546975961f410f4a

Observation 1d920b32-bf7d-4c44-aeb6-df718aec3f86 · outbound

This paper cites On divergence measures for training GF lownets.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training On divergence measures for training GF lownets

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:05.375013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T14:06:57.499484Z digest=sha256:b8c38b07cf70fbf36d4a53189ab9895a375bce81de32506b200c98292560cbc4

Observation 1f2b4409-57a2-4bd6-a64c-4745ebc4d083 · outbound

This paper cites When do GF lownets learn the right distribution? In The Thirteenth International Conference on Learning Representations, 2025.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training When do GF lownets learn the right distribution? In The Thirteenth International Conference on Learning Representations, 2025

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:05.111318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T14:06:57.558680Z digest=sha256:398ae42004e7118b602293621bd06380bef4d8f038a2b40a9d706d36f46d9b0b

Observation 0c4e0ac2-0300-406f-9817-00961953f227 · outbound

This paper cites Generative flow networks as entropy-regularized rl.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Generative flow networks as entropy-regularized rl

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:04.780274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T14:06:57.631022Z digest=sha256:4c31bd5e2df69cc7473af5cfe6cfd1dbc06cc98e14a068c916ac2ca579438900

Observation 55d6f587-9835-4d48-9e64-77d67b74bd92 · outbound

This paper cites Dynameomics: a comprehensive database of protein dynamics.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Dynameomics: a comprehensive database of protein dynamics

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:04.488609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T14:06:57.690519Z digest=sha256:be9f5f49f0000d2b145e08085d0d300405097912867e46948651c57c33f7f799

Observation de7e5339-9fc8-483d-b992-f76b92088b67 · outbound

This paper cites Amortizing intractable inference in diffusion models for vision, language, and control.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Amortizing intractable inference in diffusion models for vision, language, and control

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:04.152511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T14:06:57.748976Z digest=sha256:8ee6460ce42b5187ab4e2e69d7d9f75779031dd1f5c991f0e26b4b8e860c39dd

Observation 12de91d8-82e7-4c4c-9c71-58b89b2a78a6 · outbound

This paper cites Regularized offline GF lownets, 2023.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Regularized offline GF lownets, 2023

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:03.890655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T14:06:57.788766Z digest=sha256:4abddd99d5cd174c4ab7311c7b7e856f12f8ec5977f57cb1150a77bc533fa4e3

Observation d2b6cb0f-cb29-40d9-abc5-c42372b0da59 · outbound

This paper cites Advdiffuser: Generating adversarial safety-critical driving scenarios via guided diffusion.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Advdiffuser: Generating adversarial safety-critical driving scenarios via guided diffusion

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-07T14:06:57.849693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:06:57.849693Z digest=sha256:c879f079d82a92fbfcf11796b209f7e34eea73a44fd2669d46cd159544e697f9

Observation 133d0371-d11b-4850-a9cb-cdca41577b9a · outbound

This paper cites Error bounds of imitating policies and environments for reinforcement learning.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Error bounds of imitating policies and environments for reinforcement learning

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:03.561601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T14:06:57.909872Z digest=sha256:7e9dfa7949daf5d241e5b262a517af301b6e56607b3c2a7e4324d2f8f29a137c

Observation 14fb4903-b29e-4fd2-8f07-b72e63265d87 · outbound

This paper cites Flow of Reasoning: Training LLMs for Divergent Reasoning with Minimal Examples.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Flow of Reasoning: Training LLMs for Divergent Reasoning with Minimal Examples

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-07T14:06:57.990138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:06:57.990138Z digest=sha256:fb81192b75ec261f3d5ae0f8cb6bfc283a5fe2a3adbaca727eed99857cff79e6

Observation 521463d7-f910-4678-9c99-428f91e9d875 · outbound

This paper cites Learn what not to learn: Action elimination with deep reinforcement learning.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Learn what not to learn: Action elimination with deep reinforcement learning

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:03.254915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T14:06:58.039664Z digest=sha256:de40f695853687264064246c08a2eb0b0c4ae445360842275513a1337b592921

Observation 065170fc-2018-4c21-8459-fa9022fbde45 · outbound

This paper cites Generative flow networks for discrete probabilistic modeling.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Generative flow networks for discrete probabilistic modeling

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:02.950298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T14:06:58.042743Z digest=sha256:652c0f2f70ba21cee0c9f1774613aa4a94cd3b65193573ea9e12bd6703a2d60b

Observation 70994c33-b9fa-49fc-9cad-efa63ec35cc6 · outbound

This paper cites Let the flows tell: Solving graph combinatorial problems with GF lownets.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Let the flows tell: Solving graph combinatorial problems with GF lownets

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:02.757538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T14:06:58.045844Z digest=sha256:02b19ae97b0eaf7c10abc86f9ce61bc9562d0dd706446b800581704b795ff164

Observation 58e6046e-ccfb-4d87-9324-2ef628215e4a · outbound

This paper cites Distributional GFlowNets with Quantile Flows.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Distributional GFlowNets with Quantile Flows

Reference 75

Resolution
unresolved
no resolver link, observed 2026-08-07T14:06:58.052040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:06:58.052040Z digest=sha256:1a4257f54417b73b5ee919cbeecf42c5d458c3b4a6990aef94541c588d36ed97

Observation 761b63e1-7b62-49c8-b61e-57fab653f057 · outbound

This paper cites Adversarial generative flow network for solving vehicle routing problems.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Adversarial generative flow network for solving vehicle routing problems

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:02.584854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T14:06:58.078210Z digest=sha256:0a3a7d12f8ffff486dec348b9558620e8248fe3a29571d5eb7fc76faba6277ad

Observation f96d377e-3a98-48ab-ad0d-432002456453 · outbound

This paper cites COF lownet: Conservative constraints on flows enable high-quality candidate generation.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training COF lownet: Conservative constraints on flows enable high-quality candidate generation

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:02.372906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T14:06:58.099602Z digest=sha256:85875b4e5d03aaa496ac0e19a1121107367a499f000911cb96b9a251d09f19c0

Observation f621da51-dc6c-49fa-a838-41a303814fda · outbound

This paper cites Automatic curriculum learning through value disagreement.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Automatic curriculum learning through value disagreement

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:02.195529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T14:06:58.130614Z digest=sha256:5ba18832cb8e58eb1f5c921c513f3345b46eb90f86f4d6f170d85d2a005a6ed1

Observation a3a57f06-3781-4b9c-a1f1-4681076f0dc8 · outbound

This paper cites Sample-efficient multi-objective molecular optimization with gflownets.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Sample-efficient multi-objective molecular optimization with gflownets

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:02.036871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T14:06:58.159679Z digest=sha256:1b5ee8e281982de8ce5f632cb0bae5a05737d226a9538289c9a4d0a4dd1c0217

Observation 6384325e-8274-40c2-8f5a-253450ae0260 · outbound

This paper cites Maximum entropy inverse reinforcement learning.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Maximum entropy inverse reinforcement learning

Reference 80

Resolution
unresolved
no resolver link, observed 2026-08-07T14:06:58.245162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:06:58.245162Z digest=sha256:8aeb28ea58cf42d0b83140834f4656d79ef1f3c7d360c2e7adc96a0b9125b88f

Observation 103d4c21-96f9-4102-b9ba-612080de986b · outbound

This paper cites Ziebart, J.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Ziebart, J

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:01.833567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T14:06:58.415238Z digest=sha256:f730415b907db22a193f3f0c02d595813b5e76390630cecb6711da65c13a9208

Observation f665048d-1725-47b5-995c-3e4c3da082e4 · outbound

This paper cites Fine-Tuning Language Models from Human Preferences.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Fine-Tuning Language Models from Human Preferences

Reference 82

Resolution
unresolved
no resolver link, observed 2026-08-07T14:06:58.573483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:06:58.573483Z digest=sha256:fb906dedfac0f873f25f658d8ac296c606984a1dff5a868107db0c96ef868c7a

Observation d5898f2e-9d36-4f56-bf51-4c39a8e39a7a · outbound

This paper cites A variational perspective on generative flow networks.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training A variational perspective on generative flow networks

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:07:01.666621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T14:06:58.693621Z digest=sha256:e503aacd44568a2b5c41cff9145ba122f3e3233a23d6cf445bb1f4b20f48f6ef

Observation 65e59bf7-bbd4-4320-b844-8788df31577d · outbound

This paper cites write newline.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training write newline

Reference 84

Resolution
unresolved
no resolver link, observed 2026-08-07T14:06:58.818203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:06:58.818203Z digest=sha256:19aaa27f02b3dfc9b01352d0b91394c89810b4757307a544292c5613251a74db

Observation 1275dd23-e228-4ccd-b185-f27161277cfa · outbound

This paper cites @esa (Ref.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training @esa (Ref

Reference 85

Resolution
unresolved
no resolver link, observed 2026-08-07T14:06:58.924588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:06:58.924588Z digest=sha256:d0c72ce256c4d5ea9a9ed9c31fb47a58c1aa10c23c465f307a26032f2c404768

Observation bab3555e-3cfa-4231-9cf3-cd4ab4c333dd · outbound

This paper cites an unresolved cited work.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training Unresolved cited work

Reference 86

Resolution
unresolved
no resolver link, observed 2026-08-07T14:06:59.074626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:06:59.074626Z digest=sha256:89bc5b27405230d7a9dc93a4273265a760fa5222ebe23d6441d1605136deb330

Observation b5d9e50b-d8cc-440c-b668-6d4f11f0e042 · outbound

This paper cites ?+dp ǝA/8n6aN-Fo 7F<B :qRwl3d 9K 1.

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training ?+dp ǝA/8n6aN-Fo 7F<B :qRwl3d 9K 1

Reference 87

Resolution
malformed identifier
no resolver link, observed 2026-08-07T14:06:59.238874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:06:59.238874Z digest=sha256:94f08c671932c6b918c68e1528fc84fd10bd13a3124665781fd6065f513acd29

Pith citing papers

No inbound Pith citation observations are available.