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Paper Citation Record · LEDGER

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors

As of 17 August 2026, this Paper Citation Record lists 68 of 68 outbound references and 0 inbound Pith citation observations for arXiv:2505.11100.

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

pith.paper-citation-record.v1
2505.11100 v1

Coverage vector

measured 68 of 68 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:03:11.701941Z

measured 68 of 68 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

68 of 68 outbound references displayed

  • verified exact0
  • verified fuzzy2
  • unresolved65
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c254d391-8a33-4bf5-a72a-c05a91adc73b · outbound

This paper cites Melting Pot 2.0.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Melting Pot 2.0

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-15T21:03:11.383045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:03:11.383045Z digest=sha256:1b27a364ba096473cec37f2785e0774a0fd34745ab37e6c108c5cf85d1acea5f

Observation 59777d5b-e3af-48bf-92a6-884cf8bd8445 · outbound

This paper cites an unresolved cited work.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:03:12.424586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T21:03:11.388829Z digest=sha256:c2dfe75d91119cc81edd7167e963ddb197458b6d9fcd54c59d8c584a808f3e40

Observation 41e7534d-54ff-455e-a02f-806f3b14f9db · outbound

This paper cites an unresolved cited work.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:03:12.414918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T21:03:11.394166Z digest=sha256:58eb41dd449e7f2e7d68f80a9a4849d364f6b97859f736322b18c326f7efbb53

Observation 0e98c8eb-1dc9-43f1-8434-155a22c816a6 · outbound

This paper cites an unresolved cited work.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:03:12.405387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T21:03:11.398963Z digest=sha256:b05f803ee54808467d31e3aad8d40a4a317b4d47d9d9e3599d798a05d127e1e6

Observation 04dd2770-d55c-4e0a-a4ce-f8ad440f31fe · outbound

This paper cites Dota 2 with Large Scale Deep Reinforcement Learning.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Dota 2 with Large Scale Deep Reinforcement Learning

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-15T21:03:11.404506Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:03:11.404506Z digest=sha256:a5088b7127072bee4b63cbd54422d7a032c702154ed8b4bda8400d61f43bb975

Observation e68656e5-3705-4622-8f1a-e840cd482665 · outbound

This paper cites an unresolved cited work.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:03:12.394035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T21:03:11.410123Z digest=sha256:0fd445d01fb94212bb59dc36ee5a98a6486783a0e6a0948ea60c2adb5770d987

Observation a8187545-5967-4053-a38d-c4eecdceea94 · outbound

This paper cites an unresolved cited work.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-15T21:03:11.415387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:03:11.415387Z digest=sha256:207bb07961523abf0c49a4708cd2369f1bb5174f70e8ef48178a8ce31489a532

Observation b25e21f2-0170-45b9-b3b5-065bb70c5b24 · outbound

This paper cites an unresolved cited work.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:03:12.377155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T21:03:11.420173Z digest=sha256:e476854ae4a51238974ab5a893d2f279c28e12c324e614d220b8e5ece2c019e3

Observation 88f0552a-2c1a-4815-93fd-b8412dc7f7de · outbound

This paper cites an unresolved cited work.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:03:12.366260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T21:03:11.424043Z digest=sha256:6510e0988fcbf36c3864b5ad827c1cdf8c072ad51888850347b13c1261281208

Observation 99b44767-4430-4226-82f1-6655d2b2a8b6 · outbound

This paper cites an unresolved cited work.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:03:12.356176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T21:03:11.429640Z digest=sha256:d68ee2c2c8f63a4c9c05a4e2191bb356b25b51596ac7af7bac3fa23946552b84

Observation 88712fa8-8fce-43f7-9639-313d936764a5 · outbound

This paper cites an unresolved cited work.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-15T21:03:11.434041Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:03:11.434041Z digest=sha256:3e056f366b25f1e6ea3dd8487ff27cf94afe4ca8988be285677c93513d487a6f

Observation 6247186c-16c4-4a41-83a9-9cb24acebc57 · outbound

This paper cites Generalization and Regularization in DQN.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Generalization and Regularization in DQN

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-15T21:03:11.438031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:03:11.438031Z digest=sha256:53524664c1f411c06679724415b0872d071a16a5432adfbac2db6030b20a4b38

Observation 84d086c2-fa05-4d90-82ca-9427dc3916d9 · outbound

This paper cites FP3O: Enabling Proximal Policy Optimization in Multi-Agent Cooperation with Parameter-Sharing Versatility.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors FP3O: Enabling Proximal Policy Optimization in Multi-Agent Cooperation with Parameter-Sharing Versatility

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-15T21:03:11.442141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:03:11.442141Z digest=sha256:6def1b49058d44d95f065401d92acb875811c5f006083ceaf5c4e9ee3714f394

Observation 975a88de-f798-4340-a1f6-0efda16eaa1c · outbound

This paper cites an unresolved cited work.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:03:12.339069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T21:03:11.450241Z digest=sha256:d7089c97c99aec1a8778b448ec66ba76f850f08e951bd097bea0861e5f838df1

Observation b5deb512-0d28-4543-a9d4-0099539bb4bc · outbound

This paper cites an unresolved cited work.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:03:12.328389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T21:03:11.454418Z digest=sha256:c7170d987bd486cb5bdb764043b99822e1483c071656a6799f5c33abb8c6fa2f

Observation d337a4ec-f606-4e46-8645-115646fc0a80 · outbound

This paper cites an unresolved cited work.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:03:12.316152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T21:03:11.459259Z digest=sha256:e55adc1f25ef96de259c7c8db1c402e2ffadee2c5834cbd0c8dd97a6e8be548e

Observation 478e7695-f499-4759-b6f7-9511ce79871b · outbound

This paper cites an unresolved cited work.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:03:12.305191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T21:03:11.463054Z digest=sha256:89159677e76938db0985881b2393d73a17a797f3bcd059396a2c56d93fe99103

Observation dd57a2b3-c12f-4f61-9f46-cd2d31208be2 · outbound

This paper cites an unresolved cited work.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:03:12.295300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T21:03:11.466724Z digest=sha256:0c7c524eb3305031083c18afcd03a189fe0f4f38c231c3adfaa6007a9538f13a

Observation de3c8f8e-3de2-48c7-a283-d3e85e2cb5a3 · outbound

This paper cites Distilling the Knowledge in a Neural Network.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Distilling the Knowledge in a Neural Network

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-15T21:03:11.470918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:03:11.470918Z digest=sha256:c6e2ec23b360477fbdb40dfa4b1e7b3232620f4fece7e9fb23c2aa2ae90bc83b

Observation 21bdcfe4-9c1d-46da-aef5-357ffa900154 · outbound

This paper cites other- play.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors other- play

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:03:12.285861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T21:03:11.474539Z digest=sha256:30189bb1bca0d98b4471f26cb67312b5669693e060497f778328be7133939ac6

Observation 4d909bbb-513e-4180-bc1f-b59f1e8c2247 · outbound

This paper cites an unresolved cited work.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:03:12.276235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T21:03:11.479243Z digest=sha256:df50374284597fe3507e19254563b0319c04f0107ff165255c3efe54fc7feb39

Observation 89a06d5e-3e46-495e-ba3b-1f466e84af83 · outbound

This paper cites an unresolved cited work.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Unresolved cited work

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-15T21:03:11.482920Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:03:11.482920Z digest=sha256:07e5b4647b22c4f85a4d8cb38ea5985e446db00544095505d20468bb7a191b5f

Observation 15adba42-22b6-44d7-9414-2979b720fc61 · outbound

This paper cites an unresolved cited work.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:03:12.260155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T21:03:11.487175Z digest=sha256:20f4fc5de42799e3b50c9dead3ab73ddbfa68cbdf5a9d2280887c77426b90697

Observation b2efc840-5105-4f99-a6cf-de0060c0525a · outbound

This paper cites an unresolved cited work.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:03:12.249582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T21:03:11.491192Z digest=sha256:70a6ce423a8a3e202304d338ae1becbeb4b56df0a5bf17c40d47108d0c2aac62

Observation 5fa3796f-21d9-44fd-bd95-23966f0cd6dc · outbound

This paper cites an unresolved cited work.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Unresolved cited work

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-15T21:03:11.494793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:03:11.494793Z digest=sha256:c4de8a3eddc95393f8e9ca9b549c533b2002f1cd5243658b9b2c6865c9296a1b

Observation 54ebc4c4-ec4b-47c5-9cde-6454a789e3e3 · outbound

This paper cites Image Augmentation Is All You Need: Regularizing Deep Reinforcement Learning from Pixels.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Image Augmentation Is All You Need: Regularizing Deep Reinforcement Learning from Pixels

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-15T21:03:11.498382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:03:11.498382Z digest=sha256:b99cb822d4adecca7ed2b5721df791e5d8980d73713dd8239128dcc497956292

Observation 57fdd423-2082-426a-b993-91a0234c626c · outbound

This paper cites an unresolved cited work.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:03:12.231383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T21:03:11.502675Z digest=sha256:78adf51ed65ba202c7a006fe6521e97b9d3df45bca30cca32c34cddb01f51771

Observation b3812580-234d-42cb-8958-daad9e672003 · outbound

This paper cites an unresolved cited work.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Unresolved cited work

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-15T21:03:11.507197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:03:11.507197Z digest=sha256:61171240be709d5ece280c44482b580fa1cc3ff11ec1814dc6ab425861580483

Observation f31e13f5-d696-4ab2-a0fb-17af8f9862c2 · outbound

This paper cites Network Randomization: A Simple Technique for Generalization in Deep Reinforcement Learning.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Network Randomization: A Simple Technique for Generalization in Deep Reinforcement Learning

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-15T21:03:11.511169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:03:11.511169Z digest=sha256:0b95304aa3b8659442b34c07324decd1f56aaa7b7cfeedcf9c8d9c42ac989223

Observation cd320e42-c1a5-4de9-ac83-256d5788a1e4 · outbound

This paper cites an unresolved cited work.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:03:12.212231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T21:03:11.515140Z digest=sha256:fda6d3971f140987989ebd54ba24337bf4381f2d71247517880c95eba4494557

Observation b620c0c4-77a0-4626-b49d-b9f6e7f389b6 · outbound

This paper cites an unresolved cited work.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:03:12.201493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T21:03:11.519382Z digest=sha256:a9ee9df40c0d177627a1c1bb423af83a0d414ae6d30a43f2914eb57023eadb90

Observation 685e2664-1988-4f9a-b0ff-59c68b66e45b · outbound

This paper cites an unresolved cited work.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:03:12.190048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T21:03:11.522841Z digest=sha256:ff03d2f6574084c169fdd39c630d81cea401e22ef93017ae540dc46d91dd6e90

Observation 78b21948-eabd-457f-af18-27e6764b1527 · outbound

This paper cites Generalization in Cooperative Multi-Agent Systems.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Generalization in Cooperative Multi-Agent Systems

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-15T21:03:11.526234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:03:11.526234Z digest=sha256:a932aa4d0be80f5ea10be46ce1691f30038604c83b863cfd19a75bbf5ab10d17

Observation 3ceef69d-7cf7-4a00-b184-ce2c407bead2 · outbound

This paper cites an unresolved cited work.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:03:12.179158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T21:03:11.530486Z digest=sha256:815b29a087fb850d543bf7e1074ca748b31b3b6f9040c22a99635ef37e9be712

Observation c5099ddf-9825-482b-a5dd-68a3f60f2141 · outbound

This paper cites an unresolved cited work.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:03:12.167470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T21:03:11.535829Z digest=sha256:ace3abcd0b66602ba66552fd7bc35065833d13b64deb055838972c98244ded96

Observation 41dd3bb0-4703-407c-a88e-8f8790cabdb1 · outbound

This paper cites an unresolved cited work.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Unresolved cited work

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-15T21:03:11.539376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:03:11.539376Z digest=sha256:910032dfadc6b271ef848386c03627974995379754cb50f210d5a5ed2d479eb2

Observation 7b4575d7-38ce-4f39-99fb-4ae926a02aee · outbound

This paper cites an unresolved cited work.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Unresolved cited work

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-15T21:03:11.542748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:03:11.542748Z digest=sha256:4e348527a9c358b0835b061ec615c3d17ccce7f67e8de29d0762073996f2b007

Observation f0e7fd74-e3bc-4771-a943-dad9565fd8be · outbound

This paper cites Assessing Generalization in Deep Reinforcement Learning.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Assessing Generalization in Deep Reinforcement Learning

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-15T21:03:11.546338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:03:11.546338Z digest=sha256:404f0b1fa5862c930a8d21eda212cd7973fc92eacbc5dc6582e696bb99227d5a

Observation 0ff078b2-cf2f-4db4-8fa5-d7ea2eb969a6 · outbound

This paper cites an unresolved cited work.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:03:12.139863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T21:03:11.550902Z digest=sha256:cf01714e276166f57ca4052dd8d64f0a7055ad3d83f1edff643feb75b67ac53a

Observation 353e6086-702d-4a8a-9d00-720d00206436 · outbound

This paper cites an unresolved cited work.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:03:12.128228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T21:03:11.554728Z digest=sha256:170ca4fdce96d20f1aedc4ab3f5a5835488c6a4e2a586debc47d30e698e8bef2

Observation 400c2128-751c-41d8-88c1-56c4d59f2bea · outbound

This paper cites an unresolved cited work.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:03:12.116488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T21:03:11.558338Z digest=sha256:2fa98d59eee4313c684db5c8b472b0592e4c4f49c0c7707fc2f037a08702c811

Observation 19d8326c-3891-45e9-86ba-2280d33e8fd6 · outbound

This paper cites an unresolved cited work.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:03:12.106440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T21:03:11.568725Z digest=sha256:f645b81e7243de3229a332b1e2bde4df0ffbbaf1a57cecb11950e0b8e62b66d7

Observation d1f030b4-9265-46dd-a2e9-37584b23f02d · outbound

This paper cites an unresolved cited work.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:03:12.097051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T21:03:11.575761Z digest=sha256:91678411bd1b16ba0325d0ae154e0e4d70491630a70f4e4d34044a00494b25a2

Observation 81deb817-f79b-4b59-948c-ecef93cad081 · outbound

This paper cites an unresolved cited work.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:03:12.087318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T21:03:11.582516Z digest=sha256:dd3f4d7afc46f04b33e4719f722c852a1fcc5e5b46228e5b517f5650b586ddc5

Observation c945053c-b75b-492e-ac20-9d7e8b8d1b83 · outbound

This paper cites Jordan, and Pieter Abbeel.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Jordan, and Pieter Abbeel

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:03:12.077402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T21:03:11.591833Z digest=sha256:03b245c530afd2781dcad0de3c624760294596df68de26f02de94880efacbc36

Observation 8a249df3-dfca-408c-ac60-264f4dcb9e31 · outbound

This paper cites an unresolved cited work.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Unresolved cited work

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-15T21:03:11.602776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:03:11.602776Z digest=sha256:f6b265804effd159be6828885eeec957b03c608cf8060ee6685117d7d03f0aec

Observation 4bfe811e-de89-4eb0-bcfe-5e12c51375f9 · outbound

This paper cites an unresolved cited work.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Unresolved cited work

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-15T21:03:11.620225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:03:11.620225Z digest=sha256:5e0b8a8b30e3119fc83568b1c20c2a800e0a4c539f3137fd5c5867a21f18afbb

Observation 04f2c918-85e5-47cd-8047-f41952455f7c · outbound

This paper cites an unresolved cited work.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Unresolved cited work

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-15T21:03:11.623737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:03:11.623737Z digest=sha256:27b79118040a96da00ceb2653a438f675fd2a0a855096b467763988df7b93c64

Observation a564f38c-ed2f-429d-82d4-5a98c1891196 · outbound

This paper cites an unresolved cited work.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:03:12.044518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T21:03:11.627436Z digest=sha256:5426cc06aaed6f53786774ac3a2f3af41f834d4a738fab0f8db80fa26abee330

Observation 5f6652bd-2759-4273-83e1-421e81ba0623 · outbound

This paper cites an unresolved cited work.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Unresolved cited work

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-15T21:03:11.631244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:03:11.631244Z digest=sha256:8d62460d8cd6f70655824a8aca3227abde60b2c125ca189360750254f37414cb

Observation 6f9fbb5b-9d4c-4db7-ade3-24775fc0fae5 · outbound

This paper cites an unresolved cited work.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Unresolved cited work

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-15T21:03:11.635462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:03:11.635462Z digest=sha256:6c41bf5833f5b0891ef222fb7d805aea38bdfc2f248d6614b63e38e8d08dcb49

Observation 416020c6-d41d-49a4-94f4-2834c864b919 · outbound

This paper cites an unresolved cited work.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:03:12.013482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T21:03:11.644461Z digest=sha256:ea9ea7c34f59bba9eaac4f1749f0cf17544a316faabd1edbd0c9ae3f4fc1ad3f

Observation 7ff8b14a-c0b4-4eec-b24a-cdb3e409f25b · outbound

This paper cites an unresolved cited work.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Unresolved cited work

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-15T21:03:11.648882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:03:11.648882Z digest=sha256:da3d22b40e08e1d072b778359a2748033a8e2b8a6ee6965405ecb8cae0fd1330

Observation 1d96d85a-4af0-476d-9db2-4dbd0dc59467 · outbound

This paper cites an unresolved cited work.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:03:11.994926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T21:03:11.654107Z digest=sha256:792415f2856f20dac8f9753a2a83c1216efe96bde9cd6d2da9f084a619dca331

Observation c3bb98cf-a0aa-49b9-970a-85bea3aedc22 · outbound

This paper cites an unresolved cited work.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Unresolved cited work

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-15T21:03:11.658897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:03:11.658897Z digest=sha256:e785fdf16466771f1be2379c31ba083941e0bbce9f1af0d36d14ad10b41bc59f

Observation eae370df-c32d-40f6-934b-19e84b225742 · outbound

This paper cites an unresolved cited work.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:03:11.976469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T21:03:11.664973Z digest=sha256:380db2d45e46da2fab5584c6f8c00b8705f4453215a3455b1492e6b3fb34f932

Observation bd5ef53d-45fe-46e1-89b7-8cbd9598af1b · outbound

This paper cites RODE: Learning Roles to Decompose Multi-Agent Tasks.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors RODE: Learning Roles to Decompose Multi-Agent Tasks

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-15T21:03:11.669418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:03:11.669418Z digest=sha256:4340a9f4d305d13946c7c7c29bc9574582a9c273329f04d54b7d1cdf81c2ad53

Observation 84c0b376-cb5e-4483-b63c-0b74ce6b41b1 · outbound

This paper cites an unresolved cited work.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:03:11.964046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T21:03:11.673556Z digest=sha256:5ed97ac4a796efd00a7da750dbf780d67d8d1dbdc67524bf61a5fe99c1dda5d4

Observation 4666d9cb-9c2f-4d3e-8903-96deafcf109d · outbound

This paper cites an unresolved cited work.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:03:11.951554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T21:03:11.678195Z digest=sha256:4de3414fe4f164abe64375bb6990ce8f656c5a928f39c3d4ebc9095214621e7a

Observation bd262e38-a8ed-481c-aebd-79b94f0d2f44 · outbound

This paper cites an unresolved cited work.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:03:11.938876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T21:03:11.681913Z digest=sha256:9fe619bb6c7e7bb337d0059ee99feb33acf9ef79bc7d7487769b3543fa3b3a85

Observation 39d22c5b-120f-4000-8c76-78e520837370 · outbound

This paper cites an unresolved cited work.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Unresolved cited work

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-15T21:03:11.685654Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:03:11.685654Z digest=sha256:7ec7ebc9c73c9b69e6f70c79d3427522a2e1f1fa4821775dc67e0f04ea8ce219

Observation b1ab533c-0c4c-4a9f-a200-387653926754 · outbound

This paper cites A Survey of Progress on Cooperative Multi-agent Reinforcement Learning in Open Environment.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors A Survey of Progress on Cooperative Multi-agent Reinforcement Learning in Open Environment

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-15T21:03:11.694178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:03:11.694178Z digest=sha256:314fa802bb6fd8a2cea03d23838c95acb1bfa34a86e643ad292b4c0118d3f4e0

Observation c7e801b4-b2ea-443b-8600-e8d4ebae0aac · outbound

This paper cites A Dissection of Overfitting and Generalization in Continuous Reinforcement Learning.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors A Dissection of Overfitting and Generalization in Continuous Reinforcement Learning

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-15T21:03:11.697922Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:03:11.697922Z digest=sha256:d4de76c26ddfc4fb692620bf0319be071379e8d2ddeaaa42fa34825ef1cc6156

Observation d110eea3-aa3e-4144-8997-92b27afba8d5 · outbound

This paper cites an unresolved cited work.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Unresolved cited work

Reference 64

Resolution
malformed identifier
raw_fallback, observed 2026-08-15T21:03:11.919876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T21:03:11.701941Z digest=sha256:589cadd1686ffcdb62ce61fe59d99ed94652b5b3781e8ddc0974fb5fdf2ab98b

Observation e6e58295-3156-428b-9df9-7cb1370e87bc · outbound

This paper cites The Surprising Effectiveness of PPO in Cooperative, Multi-Agent Games.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors The Surprising Effectiveness of PPO in Cooperative, Multi-Agent Games

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-15T21:03:11.690218Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:03:11.690218Z digest=sha256:470af9a937ea898bad2a4cd1974d59392fff9e06a5fe6b1e27b27a3a6bf6168f

Observation a10c8e8b-9cbc-4737-8905-872da6d6962c · outbound

This paper cites Proximal Policy Optimization Algorithms.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Proximal Policy Optimization Algorithms

Reference 2017

Resolution
unresolved
no resolver link, observed 2026-08-15T21:03:11.616116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:03:11.616116Z digest=sha256:6e836306745aef63397d89ec9ee375c4749e99e38389f8d872455fa9334d138d

Observation c8dfa70e-67b0-4ca3-9f74-5b5217a8ddc4 · outbound

This paper cites Automatic Data Augmentation for Generalization in Deep Reinforcement Learning.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Automatic Data Augmentation for Generalization in Deep Reinforcement Learning

Reference 2020

Resolution
unresolved
no resolver link, observed 2026-08-15T21:03:11.563232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:03:11.563232Z digest=sha256:7302880dab2aef419f91871156b85415e726945c052e25bd12c46fd4488d8d50

Observation 0c80714a-1a35-4a83-abc9-234ae38cd619 · outbound

This paper cites Advances in Neural Information Processing Systems 34 (2021), 14502–14515.

Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Advances in Neural Information Processing Systems 34 (2021), 14502–14515

Reference 2021

Resolution
unresolved
no resolver link, observed 2026-08-15T21:03:11.640036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:03:11.640036Z digest=sha256:85c622b3d02d349e4dc306a366cb5f9e49777fcc36b5561111a952db7a7ecb4b

Pith citing papers

No inbound Pith citation observations are available.