Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T22:19:30.080663Z
Paper Citation Record · LEDGER
As of 12 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 1 inbound Pith citation observation for arXiv:2501.02221.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T22:19:30.080663Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-04T00:21:01.325978Z
A source-named dated measurement, never combined with another source.
Source: cited_works
13 of 13 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 810b1ff2-0ba1-468b-8218-d99a1276dc27 · outbound
CORD: Generalizable Cooperation via Role Diversity MA2QL: A Minimalist Approach to Fully Decentralized Multi-Agent Reinforcement Learning
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 9cb168e9-99ea-4093-9f0d-154014464ad7 · outbound
CORD: Generalizable Cooperation via Role Diversity Learning Goal Embeddings via Self-Play for Hierarchical Reinforcement Learning
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 1348d30c-61be-4b98-8b0a-1e5c37dd4bb7 · outbound
CORD: Generalizable Cooperation via Role Diversity First, given the definitions of mutual information and entropy, the equation (4) is valid
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 40b6943b-4267-4022-a5fb-af293784ac97 · outbound
CORD: Generalizable Cooperation via Role Diversity We use the original code of COPA (Liu et al
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation cc65e072-6f1e-48ea-8faf-3a6f93765eb4 · outbound
CORD: Generalizable Cooperation via Role Diversity Three fully connected layers are used to encode observation, action, and entity information into three 128-dimensional vectors respectively
Reference 256
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation d7015781-ac4e-4e0e-8618-b2790a3e1118 · outbound
CORD: Generalizable Cooperation via Role Diversity Decentralized Policy Optimization
Reference 2010
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 942e7eff-05ef-4a87-938e-2ff4d0879f5b · outbound
CORD: Generalizable Cooperation via Role Diversity Multi-Agent Reinforcement Learning with Shared Resources for Inventory Management
Reference 2012
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a617f303-bd5b-4b31-b431-6447f2fe5ad8 · outbound
CORD: Generalizable Cooperation via Role Diversity Neural Machine Translation by Jointly Learning to Align and Translate
Reference 2017
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bc3bfbec-738f-4eff-928c-e98f9fd07050 · outbound
CORD: Generalizable Cooperation via Role Diversity Reinforcement learning with task decomposition for cooperative multiagent systems.IEEE transactions on neural networks and learning systems, 32(5): 2054–2065,
Reference 2018
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 04d3d52b-6e22-4fea-9d38-5d4c96186056 · outbound
CORD: Generalizable Cooperation via Role Diversity M., Zam- baldi, V ., Jaderberg, M., Lanctot, M., Sonnerat, N., Leibo, J
Reference 2020
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 1c34f5dc-42a1-449a-b3b4-09a4664926e3 · outbound
CORD: Generalizable Cooperation via Role Diversity Generalization in Cooperative Multi-Agent Systems
Reference 2021
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e8002316-f45a-43a7-a274-53e49a208825 · outbound
CORD: Generalizable Cooperation via Role Diversity Hierarchical Policy Learning is Sensitive to Goal Space Design
Reference 2022
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 96f0ed38-e319-4bbb-a0df-5594482f36c9 · outbound
CORD: Generalizable Cooperation via Role Diversity Multi-Agent Collaboration via Reward Attribution Decomposition
Reference 2023
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3a788cd1-2e60-4c50-9d64-da01800262a3 · inbound
Automata-Conditioned Cooperative Multi-Agent Reinforcement Learning CORD: Generalizable Cooperation via Role Diversity
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.