Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T14:19:32.354140Z
Paper Citation Record · LEDGER
As of 12 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 0 inbound Pith citation observations for arXiv:2412.12326.
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 2026-08-11T14:19:32.354140Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
53 of 53 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 5a7ea804-97a6-4924-9d4b-dfdd9afc40a8 · outbound
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing Albrecht and Peter Stone
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d6df5b9a-de0b-4e37-83ff-51b81f9b4767 · outbound
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing Giannakis, and Tamer Basar
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 53e99242-bb3d-4fc3-90e8-d33302965c58 · outbound
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing Formal Contracts Mitigate Social Dilemmas in Multi-Agent RL
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f73bb17c-cb3d-484d-85aa-6c18ffad38db · outbound
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing Multi-agent Reinforcement Learning for Networked System Control
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee923d9b-fa2c-48d9-8cdc-d9f2c0bfa878 · outbound
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing Multi-Agent Deep Reinforcement Learning for Large-Scale Traffic Signal Control
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation e093aac0-3e7a-4bf2-86f1-c0433a3e1a49 · outbound
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing Scalable Model-based Policy Optimization for Decentralized Networked Systems
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 184b8f26-1249-4924-9360-0ddeed157b97 · outbound
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing Torr, Pushmeet Kohli, and Shimon Whiteson
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 52bab823-68f4-4418-911d-d70b3ab505c5 · outbound
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing Brown, Erin E
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation dc381d80-4b83-4486-af76-3e032aadb1c5 · outbound
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing Hauser, Christian Hilbe, Krishnendu Chatterjee, and Martin A
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation ac7b753b-4e33-4bb3-8ab8-ed7ec8fdefc5 · outbound
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing Opponent modeling in deep reinforcement learning
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 760e2073-ade7-4536-bfac-b455e2c3f1d4 · outbound
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing Importance-Aware Message Exchange and Prediction for Multi-Agent Reinforcement Learning
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e7553d3d-d35c-4614-abe7-639606192cd3 · outbound
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing Leibo, Matthew Phillips, and Karl Tuyls
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 98f8b06a-3bbf-483e-9f2a-9b1e00076be1 · outbound
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing Actor-attention-critic for multi-agent reinforcement learning
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 0a14c871-ea27-4ac3-a2eb-f6f9e0878c92 · outbound
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing Ortega, D
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 8de08f22-5822-486d-bd59-6d72c3f0fcf4 · outbound
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing I2Q : A Fully Decentralized Q-Learning Algorithm
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation a82aa75a-7150-45f9-a024-0b0d5acb2651 · outbound
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing Hierarchical and Stable Multiagent Reinforcement Learning for Cooperative Navigation Control
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation b5291ebf-3136-4084-8f3a-5482b3e1442a · outbound
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing Communication in Multi-Agent Reinforcement Learning: Intention Sharing
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 00e82d2f-ba0b-442b-a386-aae343c4d63f · outbound
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing SOCIAL DILEMMAS: The Anatomy of Cooperation
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 42593a57-b929-4530-a7a5-8a71ba40a57c · outbound
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing Communication-Efficient and Federated Multi-Agent Reinforcement Learning
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b0110ca2-ac21-42d5-b942-bc523e125d5b · outbound
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing Trust Region Policy Optimisation in Multi-Agent Reinforcement Learning
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation f9289c9c-adb0-4be8-922b-f9758a912f85 · outbound
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing Adaptive Stochastic ADMM for Decentralized Reinforcement Learning in Edge IoT
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cf49bacf-c726-4402-8980-8a35d08fea4e · outbound
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing Multi-agent Reinforcement Learning in Sequential Social Dilemmas
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 58b8e183-0e69-45a0-abca-4f1e3a63c28d · outbound
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing Multi-agent actor-critic for mixed cooperative-competitive environments
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation dba09fe6-56d9-4946-b472-ce7ba02e9e8f · outbound
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing Learning dynamics in social dilemmas
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 451e8bd8-9595-4d98-886a-105c43fa5d13 · outbound
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing Milinski, D
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 1245ba5f-cebe-4dc1-bebe-52bfbac33288 · outbound
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing Deep Decentralized Multi-task Multi-Agent Reinforcement Learning under Partial Observability
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 578eef1a-158f-4853-a9c0-6f6dc716daf4 · outbound
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing Unresolved cited work
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 9d47a5e9-ccd3-494b-9f12-172ef710ca86 · outbound
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing Schroeder de Witt, Pierre Alexandre Kamienny, Philip H.S
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation c5c93bb0-e2a8-45f5-bdb4-139c47c3f6a3 · outbound
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing Improving Sample Efficiency of Multi-Agent Reinforcement Learning with Non-expert Policy for Flocking Control
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6d63ad35-e724-4ab4-ae44-d82ef3ebbefb · outbound
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing Trust region policy optimization
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 33440bc9-2440-4de8-bfeb-718f759d9b9a · outbound
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing Jordan, and Pieter Abbeel
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation f8fd5291-cb14-4fa0-9a97-88d330c78d40 · outbound
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing Proximal Policy Optimization Algorithms
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 18ab4e36-db35-40f0-b7e4-8c4559f291c6 · outbound
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing Policy evaluation for reinforcement learning over asynchronous multi-agent networks
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2c1e90a3-c93e-42ff-b5e1-578284e3cd04 · outbound
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing Dynamic Collaborative Multi-Agent Reinforcement Learning Communication for Autonomous Drone Reforestation
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 45f04930-a628-4ff6-91c2-fbd10b76343f · outbound
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing Stankovic, Marko Beko, and Srdjan S
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f283ca85-a102-479c-a4aa-467ee5138516 · outbound
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing Stankovic, Marko Beko, and Srdjan S
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7a48e88a-5feb-42c4-92fc-645201acaa17 · outbound
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing Decentralized Policy Optimization
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ccb84ab6-98b8-4098-959b-ea53995b484c · outbound
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing Unresolved cited work
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c0b50ea6-9c0c-4f96-a4c6-36b7c6a2bd3b · outbound
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing Trust Region Bounds for Decentralized PPO Under Non-stationarity
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9f9ec162-f738-4c32-a2a3-264539def5e1 · outbound
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing A multi-agent off-policy actor-critic algorithm for distributed reinforcement learning
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 998d458f-25d5-4bd9-8e02-2396fae9665b · outbound
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing Modeling Moral Choices in Social Dilemmas with Multi-Agent Reinforcement Learning
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 6fa6032d-d81d-4c0d-a834-df0e9715cd8d · outbound
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing Van Lange, Jeff Joireman, Craig D
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 246e360d-6409-41c0-9c70-8dc9a273296d · outbound
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing Distributed Reinforcement Learning for Robot Teams: A Review
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 59257c7e-c13f-4606-b6d3-d270b33acacd · outbound
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing Probabilistic recursive reasoning for multi-agent reinforcement learning
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation da6a5814-5cd5-473d-819a-6bfe0afd4a81 · outbound
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing Coordinated Proximal Policy Optimization
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 12273adc-97b8-4a41-981d-9ef80138d6bc · outbound
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing Multi-Agent Reinforcement Learning Aided Intelligent UAV Swarm for Target Tracking
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7ef714b3-833e-4d12-8dd8-e7a2493b65f4 · outbound
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing Learning to Share in Multi-Agent Reinforcement Learning
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 0a51bcb5-21d6-4958-9b14-673194979588 · outbound
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing Networked Multi-Agent Reinforcement Learning in Continuous Spaces
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 244bbf76-f167-4774-a66e-25f486e73af7 · outbound
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing Fully decentralized multi-agent reinforcement learning with networked agents
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 65850eb7-d79b-45c2-8674-dcbc5019924d · outbound
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing Finite-sample analysis for decentralized cooperative multi-agent reinforcement learning from batch data
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation dd37d025-b62d-45f7-b726-8dc8f10fa8b1 · outbound
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing Zavlanos
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c1177606-0320-48f5-a837-b8fcde538305 · outbound
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing Distributed policy evaluation via inexact ADMM in multi-agent reinforcement learning
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 9a10b1d2-5b6b-4c01-a513-c2059e1cfd70 · outbound
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing A deep Bayesian policy reuse approach against non-stationary agents
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
No inbound Pith citation observations are available.