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Paper Citation Record · LEDGER

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

As of 20 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 2026-08-20T06:33:59.587034+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:a2a222eb98c59b9ebd365881040c3ad30c38de62ec0c78478ea167201843c49b

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T21:03:11.388829Z digest=sha256:8b971dcc8035edac55a449b2913b4b64c80453ab111e9318cca435d9cafc71e2

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T21:03:11.394166Z digest=sha256:1fb5a433e7191018e5d27ddd4c812c843184feab642baf6ee1c06acd7d196609

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T21:03:11.398963Z digest=sha256:92e76209377d253ea6cc0b06db8880bb617445670b34529aad5f597685bd29a0

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=sha256:9487668aa7d7571473d38df21304df70b86fcf31537c599c9c51e5fb3e86f64d

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T21:03:11.410123Z digest=sha256:cd78bb911399c7764279d08a4e9a1dfea694633a18fdd113df1b05b759c21202

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=sha256:51b43e2b20e450ac891f65ea2d39025e45325a058aa35d17a99bf4d3cc0535a4

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T21:03:11.420173Z digest=sha256:54789e54433b5b507d1e5b54ef8c7f1962e72dbae3c127578b96ea8af6e86189

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T21:03:11.424043Z digest=sha256:a8b7e117ed32f3eeb7e7d0d5b8cdca081ac886abffbc0f6e5361a6093866cf86

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T21:03:11.429640Z digest=sha256:1b4205ed04178aa33ab65c8d7aa9a088034281fd5f300bbda2a3a45e2ce52dbb

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:dc2dce1363da788f9e7393d8514cab48bec7277f556d68c848ccaa76f511107a

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:cc82ccaae9adbed54792fd804a5a5e0c00f0277a92f25915723997fd0f0bbc64

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:bf71591f31b0a15174e7b98ead9a643f6ade6d9b190e4084246935571996b712

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T21:03:11.450241Z digest=sha256:f97d44a29ef09da05664d7adea81fe6c886c27d9ca68bc405f3f433e751827ff

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T21:03:11.454418Z digest=sha256:6b490e3606a3ab9dd1a88e6c7c8282305fde0581110b7deb1fd91d286034838c

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T21:03:11.459259Z digest=sha256:09a7cc0aa03b03767c0134a5ea39273df232c0dabf644c8eb6175db291d34cdc

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T21:03:11.463054Z digest=sha256:e4c7891f82ffb6041cd96d035996b647ada0c29a5d1dffd19e55b67a8780a6e9

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T21:03:11.466724Z digest=sha256:2625325d3049fd79d43f042e30626fdfa05a00a45e9b3f5af6f9ea903401d12e

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=sha256:94fdbbbadd8959d15dc65f100656a2da4259f9ae6fe2451acfaba2d63b84ce4b

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T21:03:11.474539Z digest=sha256:abb20c676281e83813bf28ace4eafe3c32c82535713c799280918b5afa5f0a7a

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T21:03:11.479243Z digest=sha256:8d5b1acdfe1182b11d7bbb08b73a5537d08c65718dc06f654f7c7caaaab95735

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=sha256:46ff3ebc43f8d66f7df158431946dbee7ae64375acb53caeec1a090f29cb24fe

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T21:03:11.487175Z digest=sha256:ff7f0313df1061f9ecf894ab864944e7169acd20167b2bd6d6bd5f3c7f8920d4

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T21:03:11.491192Z digest=sha256:9870ec0def684ff3910ceb89f605df88e8c25bea40eed44641ebbf684f926a7a

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:ca6d8692852a87409a3cc6e044913e233a072a7203c1cf3e4258ede162d3f1c1

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:da730d18ae8427172cef80214d226d37083f5f9b07e175f17025fcb3f2bb7f24

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T21:03:11.502675Z digest=sha256:c18b65d59de95b02da10e8b4f0e675f217848a81404a36877819a205507c66f3

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=sha256:39d83f98cfec34132a0a4c2889b202055817d5662c19be12b77028582df27680

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=sha256:8fc8624d8ab3649629d807e18ae87a1722640f78b13ca35e48035457c7147732

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T21:03:11.515140Z digest=sha256:c296f3594a501bca23277a1a3e98525bb32529031e2d25835a9813902f05152d

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T21:03:11.519382Z digest=sha256:6b8e2c0b6a747e15a463f18d04d1a3c90d7cb4c3b52d4f475d8bac4828905593

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T21:03:11.522841Z digest=sha256:46e97d0c3398bfaead03ef17877e227a564f56d9fdfecdc6aa78c388bc52aec3

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:e4531e7737837b9baa00751626dc6d14a4afddf1161e7d8b41cf18e3608816d6

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T21:03:11.530486Z digest=sha256:caa494797c2220adc6c5c32e5fd4975248c68d3d6256d815fdae72945986c40f

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T21:03:11.535829Z digest=sha256:1475852f8d374e44ac9fec180e620f027a44ecd1ad61008ee49895572e334567

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=sha256:8cb591e9a91633acc46dc95b93484d110726c4d7c78d941a1413d72631593d5f

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:cb22601080492cb64c9255c7d9df966616d96a2bad648eb619dc67bc0597c6fb

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:d978de15fd73d59f8e73eafe1bedb2b51b8c82750e95987b1d70513f4bee0144

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T21:03:11.550902Z digest=sha256:5c61a2c0907bcb4bb51499bfbc3c93cf766500f06a677d1b80006ebdd15f0cc4

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T21:03:11.554728Z digest=sha256:8ded3f16d731c5e4c3f98ff98fe757c58eabf10aa567ede50280522ee8b9bf81

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T21:03:11.558338Z digest=sha256:5149b874e0dd3b68d74b52948e22c10bebdff256179b4f107733aa76aab99632

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T21:03:11.568725Z digest=sha256:3a1433a2ba4d7bc03dc44c21a3fdd85d34be2f82e41cfea2e068b0fb555eafc0

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T21:03:11.575761Z digest=sha256:891159325354c9afc7477cbfc756aae9298b0b491dc4df2e886367353cc5cebf

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T21:03:11.582516Z digest=sha256:91115b383beb3a20536e9bca4f6d2eb9a6684db4aec84ae4267ef94818b24679

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T21:03:11.591833Z digest=sha256:bdd1495e7a0e463e2eb62d98aa0dc96e8eeb4bfbbb6e6b66821faa5e4bb79b6a

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:f657cc667b471f387554e6f952c1089a828f27bc75e3ff8042e95a99793a3d11

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=sha256:0b54e77bc04d83a04a056a2e57d1d57756117e0b206469756d80343fcb06dfa3

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:f0eabfea4ac279346a7341051a5239b01195f92aa2aa35e44594fe0469f564f2

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T21:03:11.627436Z digest=sha256:0355f89f6f54f188931d0979be36950160e47f39c2c43718589d24f4c01b105f

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=sha256:64926e32c4a376bd7b57371bddd722795fad71428e28229371aeea455d6a8dac

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=sha256:27d4a1a694e0c4f6cc9812ff110b83e9b331e547e547778ffdd66d4ea9cfa39f

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T21:03:11.644461Z digest=sha256:5acb6447923f007197f1fc4b19aadc8d3572f7b5d2ca38777d65a67520079387

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=sha256:383866813812382acf1eb12b6f1d16331c79abcd7de508bc3335e2c09b495a46

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T21:03:11.654107Z digest=sha256:62b867710f0e5189cc67313c917bbbe636cad4a6cf812384ca7bfdc507d3e39c

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:eab30e19f9a7a2a4c80c9ac24d56f6bcec7e5948ce00a2b2fe7233abec2a223b

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T21:03:11.664973Z digest=sha256:0dcb19e8801c46be73596ae25d205a2d7abc30e9aad100d012491d88cb45ed01

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:e662e6916cce139b4bdbfcdc9c97c9b1b3099adbea2fe2c96ae94d5faa3bd967

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T21:03:11.673556Z digest=sha256:94981248050e0a375f9d3b9ee1440d06a7e48e9680bb235e2a54cd72b161e597

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T21:03:11.678195Z digest=sha256:58a61477f02eba78bb8fd7e1df22f098383d937bc4aae7fa1a2b28407fa2022c

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T21:03:11.681913Z digest=sha256:79a87a98d24dcf8e1f8b84698f89604cb376188eadda3420cee3bace0e552e09

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:f0bde63509672d55e9d6f3ab423656506f8d44dcb124b3cb17e4c178e49f96ee

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=sha256:0a466b50136ca6b56e99eeaf2cb64b4c44fce0f6d672081e30f5c51812de5816

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=sha256:53a30a30be67a53e5f60aef9cd0c8707b11db41e26c59cf11d7cf0358494c06d

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T21:03:11.701941Z digest=sha256:c33b488b39dffaf97b54e3316fa17e2d797b153d7679bc1085db691e470e2626

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:f37538de4b3f0714f7c13cd18341f3a3adb23b2ee27aff420ea7f453c5e6d169

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=sha256:3d777a5016f387f599b7a83803006c5ac48c407b78766688e02f000b0458c030

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:bcaeb7577721d01e6e4d3a4eff24b8449513158f4015e519a983478e6c5c4c8c

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=sha256:286b6a68cb28fa42c57e47f56752273806eb0a2aad631723b35cebbee4e0d296

Pith citing papers

No inbound Pith citation observations are available.