Paper Citation Record · LEDGER

Feature-Based Belief Aggregation for Partially Observable Markov Decision Problems

As of 8 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 3 inbound Pith citation observations for arXiv:2507.04646.

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

pith.paper-citation-record.v1
2507.04646 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:51:28.776919Z

measured 38 of 38 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T18:48:17.927458Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-19T04:57:04.554007Z

Reference resolution

35 of 35 outbound references displayed

verified exact1
verified fuzzy25
unresolved9
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 061b9e30-e22f-4c7f-99c8-8ad5424d9e07 · outbound

This paper cites Bertsekas.

Feature-Based Belief Aggregation for Partially Observable Markov Decision Problems Bertsekas

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:51:33.847666Z

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.

Observation 89e4d24f-0daf-4a00-91bc-5632a6764ae0 · outbound

This paper cites Bertsekas.

Feature-Based Belief Aggregation for Partially Observable Markov Decision Problems Bertsekas

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:51:33.747525Z

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.

Observation f6f9cc65-18ff-4ca6-a931-deb3948cfe45 · outbound

This paper cites Bertsekas.

Feature-Based Belief Aggregation for Partially Observable Markov Decision Problems Bertsekas

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T19:51:25.571715Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 047d826e-0786-4bc7-b7d6-0337175c64a6 · outbound

This paper cites Bertsekas.

Feature-Based Belief Aggregation for Partially Observable Markov Decision Problems Bertsekas

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:51:33.534348Z

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.

Observation 619fdbce-0d5a-49b8-83c9-678995ad485c · outbound

This paper cites Bertsekas.

Feature-Based Belief Aggregation for Partially Observable Markov Decision Problems Bertsekas

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T19:51:25.798922Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff8a3715-4e94-4a92-9fb2-738290206058 · outbound

This paper cites Biased Aggregation, Rollout, and Enhanced Policy Improvement for Reinforcement Learning.

Feature-Based Belief Aggregation for Partially Observable Markov Decision Problems Biased Aggregation, Rollout, and Enhanced Policy Improvement for Reinforcement Learning

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T19:51:25.900652Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 868a74bb-b376-4509-afe0-6600836e5c2d · outbound

This paper cites Bertsekas.

Feature-Based Belief Aggregation for Partially Observable Markov Decision Problems Bertsekas

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T19:51:26.036032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66f0c524-4d38-4b3a-9b23-d11c36fbdb85 · outbound

This paper cites Bertsekas and John N.

Feature-Based Belief Aggregation for Partially Observable Markov Decision Problems Bertsekas and John N

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:51:33.387997Z

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.

Observation 4e20228c-b4e4-4469-afce-f4a551303376 · outbound

This paper cites TTCP CAGE Challenge 2.

Feature-Based Belief Aggregation for Partially Observable Markov Decision Problems TTCP CAGE Challenge 2

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:51:33.306141Z

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.

Observation a946a263-6041-4ef0-9191-5b967c22db02 · outbound

This paper cites A survey of convergence results on particle filtering methods for practitioners.

Feature-Based Belief Aggregation for Partially Observable Markov Decision Problems A survey of convergence results on particle filtering methods for practitioners

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:51:33.162247Z

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.

Observation 475b493d-8aa5-4179-a52b-b5e5bbe75bfe · outbound

This paper cites Cobbe, Jacob Hilton, Oleg Klimov, and John Schulman.

Feature-Based Belief Aggregation for Partially Observable Markov Decision Problems Cobbe, Jacob Hilton, Oleg Klimov, and John Schulman

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:51:33.002378Z

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.

Observation 898c7fba-3894-45f0-a2ca-04157f16a117 · outbound

This paper cites Sunberg, Edward Balaban, Tim A.

Feature-Based Belief Aggregation for Partially Observable Markov Decision Problems Sunberg, Edward Balaban, Tim A

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:51:32.753148Z

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.

Observation 794540b5-08b6-49a4-9f19-c0c9ef3e5252 · outbound

This paper cites Lupu, and Dimitri Bertsekas.

Feature-Based Belief Aggregation for Partially Observable Markov Decision Problems Lupu, and Dimitri Bertsekas

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:51:32.426797Z

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.

Observation 5b050287-9667-479f-8e09-a7251d4f87e8 · outbound

This paper cites Software for the paper ``Feature-Based Belief Aggregation for Partially Observable Markov Decision Problems" , 2025.

Feature-Based Belief Aggregation for Partially Observable Markov Decision Problems Software for the paper ``Feature-Based Belief Aggregation for Partially Observable Markov Decision Problems" , 2025

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:51:32.090475Z

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.

Observation 7663fdb3-51ec-422f-8c6d-e84b99a0ef84 · outbound

This paper cites Partially Observed Markov Decision Processes: From Filtering to Controlled Sensing.

Feature-Based Belief Aggregation for Partially Observable Markov Decision Problems Partially Observed Markov Decision Processes: From Filtering to Controlled Sensing

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:51:31.824796Z

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.

Observation 2137eb09-2dce-4e34-9355-71b02156a84b · outbound

This paper cites An Error Bound for Aggregation in Approximate Dynamic Programming.

Feature-Based Belief Aggregation for Partially Observable Markov Decision Problems An Error Bound for Aggregation in Approximate Dynamic Programming

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-08-06T19:51:29.002886Z

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.

Observation 55bf4013-fdf2-43e5-b5b0-43045b17a6cc · outbound

This paper cites Littman, Anthony R.

Feature-Based Belief Aggregation for Partially Observable Markov Decision Problems Littman, Anthony R

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:51:31.494989Z

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.

Observation 7fb603a5-16f0-48b0-95ea-841b73d2d135 · outbound

This paper cites an unresolved cited work.

Feature-Based Belief Aggregation for Partially Observable Markov Decision Problems Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:51:31.301397Z

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.

Observation 458d11f4-2085-414f-ad5d-b4f92adf2fc6 · outbound

This paper cites Recurrent model-free RL can be a strong baseline for many POMDP s.

Feature-Based Belief Aggregation for Partially Observable Markov Decision Problems Recurrent model-free RL can be a strong baseline for many POMDP s

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:51:31.218740Z

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.

Observation 0b84ebe2-713f-4358-88af-02be3f4233eb · outbound

This paper cites Ong, Shao Wei Png, David Hsu, and Wee Sun Lee.

Feature-Based Belief Aggregation for Partially Observable Markov Decision Problems Ong, Shao Wei Png, David Hsu, and Wee Sun Lee

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:51:31.097070Z

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.

Observation 0411e5b8-043f-4088-8783-9923774f8e1e · outbound

This paper cites Value-directed compression of POMDPs.

Feature-Based Belief Aggregation for Partially Observable Markov Decision Problems Value-directed compression of POMDPs

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:51:30.970206Z

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.

Observation 906606b0-fa17-4d83-b411-252812706b20 · outbound

This paper cites Anytime point-based approximations for large POMDPs.

Feature-Based Belief Aggregation for Partially Observable Markov Decision Problems Anytime point-based approximations for large POMDPs

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:51:30.849996Z

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.

Observation d0e5ebf0-225c-455f-b77d-bd94a5992de5 · outbound

This paper cites Finding approximate POMDP solutions through belief compression.

Feature-Based Belief Aggregation for Partially Observable Markov Decision Problems Finding approximate POMDP solutions through belief compression

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:51:30.727061Z

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.

Observation 41f34cd8-d23e-4f20-b1e1-8f53cd0d31dd · outbound

This paper cites Sunberg and Mykel J.

Feature-Based Belief Aggregation for Partially Observable Markov Decision Problems Sunberg and Mykel J

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:51:30.607792Z

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.

Observation 65d1f537-b4b4-4200-bfa4-3a4d339fd1b0 · outbound

This paper cites an unresolved cited work.

Feature-Based Belief Aggregation for Partially Observable Markov Decision Problems Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:51:30.493569Z

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.

Observation d785c77d-ef97-40ce-bfef-0e81e3a6c104 · outbound

This paper cites Heuristic search value iteration for POMDPs.

Feature-Based Belief Aggregation for Partially Observable Markov Decision Problems Heuristic search value iteration for POMDPs

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:51:30.372969Z

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.

Observation 33e1b6ff-7986-435c-949c-625e69da72ac · outbound

This paper cites Monte-Carlo planning in large POMDPs.

Feature-Based Belief Aggregation for Partially Observable Markov Decision Problems Monte-Carlo planning in large POMDPs

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:51:30.258702Z

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.

Observation 69714e43-b870-4722-b40a-3bbe236f3e5c · outbound

This paper cites Proximal Policy Optimization Algorithms.

Feature-Based Belief Aggregation for Partially Observable Markov Decision Problems Proximal Policy Optimization Algorithms

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T19:51:28.045868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5cef223-532c-4024-ad86-9dd8dbb43216 · outbound

This paper cites DESPOT : Online POMDP planning with regularization.

Feature-Based Belief Aggregation for Partially Observable Markov Decision Problems DESPOT : Online POMDP planning with regularization

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:51:30.125373Z

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.

Observation 649f2edb-4f96-40bb-9f86-eb876ee33c7d · outbound

This paper cites On the asymptotic optimality of finite approximations to Markov decision processes with Borel spaces.

Feature-Based Belief Aggregation for Partially Observable Markov Decision Problems On the asymptotic optimality of finite approximations to Markov decision processes with Borel spaces

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:51:29.988236Z

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.

Observation 14c1a6d4-af1a-447a-a928-2511e549c1d8 · outbound

This paper cites Tsitsiklis and Benjamin van Roy.

Feature-Based Belief Aggregation for Partially Observable Markov Decision Problems Tsitsiklis and Benjamin van Roy

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T19:51:28.348103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f296d41-a161-440a-83a3-3ea5976b6662 · outbound

This paper cites Adaptive online packing-guided search for POMDPs.

Feature-Based Belief Aggregation for Partially Observable Markov Decision Problems Adaptive online packing-guided search for POMDPs

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:51:29.812609Z

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.

Observation e19c3772-7052-4344-81f6-856986a50fda · outbound

This paper cites Bertsekas.

Feature-Based Belief Aggregation for Partially Observable Markov Decision Problems Bertsekas

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:51:29.621153Z

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.

Observation 3dd5e37e-f666-4987-88ae-b3f9f7b4537c · outbound

This paper cites an unresolved cited work.

Feature-Based Belief Aggregation for Partially Observable Markov Decision Problems Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:51:29.385722Z

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.

Observation 34f0e31c-37d0-4e4f-bc2f-ded8a5784d5f · outbound

This paper cites Optimal control of Markov processes with incomplete state information.

Feature-Based Belief Aggregation for Partially Observable Markov Decision Problems Optimal control of Markov processes with incomplete state information

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:51:29.209333Z

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.

Pith citing papers

Observation aec9aa8e-0113-476c-a34e-0e015383af5c · inbound

Adaptive Network Security Policies via Belief Aggregation and Rollout cites this paper.

Adaptive Network Security Policies via Belief Aggregation and Rollout Feature-Based Belief Aggregation for Partially Observable Markov Decision Problems

Reference 51

Resolution: verified exact; arxiv_id, observed 2026-05-19T04:57:04.556676Z

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.

Observation 22325fe1-6715-4ac6-ab3b-af072129726f · inbound

Online Incident Response Planning under Model Misspecification through Bayesian Learning and Belief Quantization cites this paper.

Online Incident Response Planning under Model Misspecification through Bayesian Learning and Belief Quantization Feature-Based Belief Aggregation for Partially Observable Markov Decision Problems

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-05T18:48:17.927458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e767d1a1-2dcb-4935-8b7c-8883a2bd4ba0 · inbound

Recovery Control in Replicated Systems through Autonomous Multiagent Rollout cites this paper.

Recovery Control in Replicated Systems through Autonomous Multiagent Rollout Feature-Based Belief Aggregation for Partially Observable Markov Decision Problems

Reference 47

Resolution: unresolved; no resolver link, observed 2026-07-14T06:24:42.599783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.