Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 59 inbound Pith citation observations for arXiv:1902.04043.
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
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-08T18:50:49.863497Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-04T19:30:07.613613Z
0 of 0 outbound references displayed
External citation measurements
No source-named external measurement is stored.
No outbound reference observations are available for this paper version.
Observation 39e91012-e2a6-485f-b63d-344279a0fbc2 · inbound
Arena: a toolkit for Multi-Agent Reinforcement Learning The StarCraft Multi-Agent Challenge
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 284ff8e2-15cf-4a6a-bf1c-96c88f797993 · inbound
Group-Aware Coordination Graph for Multi-Agent Reinforcement Learning The StarCraft Multi-Agent Challenge
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0eb12ab9-d1e3-4523-9fa6-f5f09fd462bc · inbound
Wolfpack Adversarial Attack for Robust Multi-Agent Reinforcement Learning The StarCraft Multi-Agent Challenge
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5e9f1047-0c1b-4787-80cc-b805414b23a1 · inbound
Optimistic {\epsilon}-Greedy Exploration for Cooperative Multi-Agent Reinforcement Learning The StarCraft Multi-Agent Challenge
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 257e8abb-3686-4428-a0ae-01de21d44260 · inbound
Low-Rank Agent-Specific Adaptation (LoRASA) for Multi-Agent Policy Learning The StarCraft Multi-Agent Challenge
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c1ee0937-98a4-4b67-8e05-ba468c39f13a · inbound
Single-Agent Planning in a Multi-Agent System: A Unified Framework for Type-Based Planners The StarCraft Multi-Agent Challenge
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3457c812-1931-411a-8efd-88b8c4daf435 · inbound
AT-Drone: Benchmarking Adaptive Teaming in Multi-Drone Pursuit The StarCraft Multi-Agent Challenge
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 69770212-85d2-4c43-9cde-adfd7935c680 · inbound
Win Fast or Lose Slow: Balancing Speed and Accuracy in Latency-Sensitive Decisions of LLMs The StarCraft Multi-Agent Challenge
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 92c7db2b-d470-4bae-89d4-e589f727fc66 · inbound
Multi-Agent Reinforcement Learning in Cybersecurity: From Fundamentals to Applications The StarCraft Multi-Agent Challenge
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a06817dc-94c0-40e9-b3b1-aced4a8a7c3e · inbound
Finite-Sample Convergence Bounds for Trust Region Policy Optimization in Mean-Field Games The StarCraft Multi-Agent Challenge
Reference 81
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e963249d-7e11-47ae-b019-9e3359cf0bd2 · inbound
Action Dependency Graphs for Globally Optimal Coordinated Reinforcement Learning The StarCraft Multi-Agent Challenge
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation afac9e65-3dd0-4a7c-a5a1-7f4bb1fad6d0 · inbound
VS-Bench: Evaluating VLMs for Strategic Abilities in Multi-Agent Environments The StarCraft Multi-Agent Challenge
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ecc5c207-bda1-405e-96f9-fc50c19aaaeb · inbound
Overcoming Environmental Meta-Stationarity in MARL via Adaptive Curriculum and Counterfactual Group Advantage The StarCraft Multi-Agent Challenge
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 40197884-7218-4cbc-9eda-ab5aeab03682 · inbound
Light Aircraft Game : Basic Implementation and training results analysis The StarCraft Multi-Agent Challenge
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fe880bbb-6615-47ed-b8f3-1c3c36d30eb5 · inbound
MEAL: A Benchmark for Continual Multi-Agent Reinforcement Learning The StarCraft Multi-Agent Challenge
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a18f12c5-0726-4c6e-8f19-7a0886f2bcf2 · inbound
Focusing Influence Mechanism for Multi-Agent Reinforcement Learning The StarCraft Multi-Agent Challenge
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation bc81f89e-a19b-4baf-ac9f-ab4709027df4 · inbound
Learning Bilateral Team Formation in Cooperative Multi-Agent Reinforcement Learning The StarCraft Multi-Agent Challenge
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3724e73d-6be2-4af4-8957-7a144c55dbcc · inbound
Zero-Incentive Dynamics: a look at reward sparsity through the lens of unrewarded subgoals The StarCraft Multi-Agent Challenge
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 79a94b4d-7fc6-4bd3-a3b5-763891662f2d · inbound
From General Relation Patterns to Task-Specific Decision-Making in Continual Multi-Agent Coordination The StarCraft Multi-Agent Challenge
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 48c7d419-b193-43aa-9759-d9236b8224f5 · inbound
Artificial Generals Intelligence: Mastering Generals.io with Reinforcement Learning The StarCraft Multi-Agent Challenge
Reference 2019
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1ba737ca-6aef-4d50-b7e0-b265ad8f5dea · inbound
StarDojo: Benchmarking Open-Ended Behaviors of Agentic Multimodal LLMs in Production-Living Simulations with Stardew Valley The StarCraft Multi-Agent Challenge
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c8538fe2-3663-4873-becf-c54e88cdf54f · inbound
GenAI-based Multi-Agent Reinforcement Learning towards Distributed Agent Intelligence: A Generative-RL Agent Perspective The StarCraft Multi-Agent Challenge
Reference 132
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e9bd22fd-2bb8-446d-990b-08be171f2651 · inbound
Toward Adaptable Multi-Agent Reinforcement Learning: An Assumption-Aware Review The StarCraft Multi-Agent Challenge
Reference 87
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ef66e1c3-d6dc-4a40-a18f-1987bb5038a1 · inbound
Assistax: A Multi-Agent Hardware-Accelerated Reinforcement Learning Benchmark for Assistive Robotics The StarCraft Multi-Agent Challenge
Reference 2019
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 600f0899-3509-4790-b3be-85fc39f1eaa4 · inbound
Hierarchical Message-Passing Policies for Multi-Agent Reinforcement Learning The StarCraft Multi-Agent Challenge
Reference 70
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0fb317f2-1174-470a-a596-89e4fb743e01 · inbound
SC2Arena and StarEvolve: Benchmark and Self-Improvement Framework for LLMs in Complex Decision-Making Tasks The StarCraft Multi-Agent Challenge
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3c993876-5d60-4289-a74a-7c76678fc352 · inbound
cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending The StarCraft Multi-Agent Challenge
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5306b4e4-2b89-4618-b7ec-3ee871a64e7c · inbound
A Comprehensive Review of Multi-Agent Reinforcement Learning in Video Games The StarCraft Multi-Agent Challenge
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dae82299-ddee-404e-9759-ccb29770d2fb · inbound
PillagerBench: Benchmarking LLM-Based Agents in Competitive Minecraft Team Environments The StarCraft Multi-Agent Challenge
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 96a1ab45-e253-4f3b-8e81-698add98763f · inbound
Self-Supervised Goal-Reaching Results in Multi-Agent Cooperation and Exploration The StarCraft Multi-Agent Challenge
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2244432f-dd46-46f0-81db-08e69517363e · inbound
Fully Decentralized Cooperative Multi-Agent Reinforcement Learning is A Context Modeling Problem The StarCraft Multi-Agent Challenge
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c6b7d9f4-8577-469a-bbbc-eaf44d491776 · inbound
Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory The StarCraft Multi-Agent Challenge
Reference 106
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0787dc86-5d0d-4bc9-a240-30d91f99c5ac · inbound
TABX: A High-Throughput Sandbox Battle Simulator for Multi-Agent Reinforcement Learning The StarCraft Multi-Agent Challenge
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d0261826-d566-40ab-8471-3e1d8d24f236 · inbound
TABX: A High-Throughput Sandbox Battle Simulator for Multi-Agent Reinforcement Learning The StarCraft Multi-Agent Challenge
Reference 2016
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 998ad793-1996-41c2-813e-3345858c916a · inbound
Value-Guidance MeanFlow for Offline Multi-Agent Reinforcement Learning The StarCraft Multi-Agent Challenge
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 86872182-772a-4be0-a1e8-ee08bae212b7 · inbound
Wireless Communication Enhanced Value Decomposition for Multi-Agent Reinforcement Learning The StarCraft Multi-Agent Challenge
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9331e6ad-6ac9-4f07-a09a-3efc9299d84f · inbound
Superminds Test: Actively Evaluating Collective Intelligence of Agent Society via Probing Agents The StarCraft Multi-Agent Challenge
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2a7b9eee-34b2-4caa-ab47-d3ff6bd9e092 · inbound
A High-Throughput Compute-Efficient POMDP Hide-And-Seek-Engine (HASE) for Multi-Agent Operations The StarCraft Multi-Agent Challenge
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 24d67899-6ecb-427b-9f4f-d3a376f8c767 · inbound
CoFlow: Coordinated Few-Step Flow for Offline Multi-Agent Decision Making The StarCraft Multi-Agent Challenge
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation fde79c3c-229b-4d17-92da-b7e8025aef56 · inbound
CoFlow: Coordinated Few-Step Flow for Offline Multi-Agent Decision Making The StarCraft Multi-Agent Challenge
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation caf11c4b-3005-45a3-9645-5209139721e8 · inbound
CoFlow: Coordinated Few-Step Flow for Offline Multi-Agent Decision Making The StarCraft Multi-Agent Challenge
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3141423a-4945-4eac-bc25-b40284f0b65b · inbound
Interactive Inverse Reinforcement Learning of Interaction Scenarios via Bi-level Optimization The StarCraft Multi-Agent Challenge
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d5b27676-c461-4702-b8d7-452b5b790a6f · inbound
SACHI: Structured Agent Coordination via Holistic Information Integration in Multi-Agent Reinforcement Learning The StarCraft Multi-Agent Challenge
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 6a77c3c6-f53b-4096-a534-22edce3e9223 · inbound
SACHI: Structured Agent Coordination via Holistic Information Integration in Multi-Agent Reinforcement Learning The StarCraft Multi-Agent Challenge
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e2300159-f291-4617-a1de-5847ee34bd17 · inbound
Beyond the All-in-One Agent: Benchmarking Role-Specialized Multi-Agent Collaboration in Enterprise Workflows The StarCraft Multi-Agent Challenge
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 91b12c73-6ffd-4515-85f2-e0d76eb6bb4f · inbound
Beyond Partner Diversity: An Influence-Based Team Steering Framework for Zero-Shot Human-Machine Teaming The StarCraft Multi-Agent Challenge
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 88322232-2290-4bed-b9e5-7ea08614a113 · inbound
Interaction-Breaking Adversarial Learning Framework for Robust Multi-Agent Reinforcement Learning The StarCraft Multi-Agent Challenge
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation cd91a27e-7eb2-4d1f-b01f-796541f7b85f · inbound
Interaction-Breaking Adversarial Learning Framework for Robust Multi-Agent Reinforcement Learning The StarCraft Multi-Agent Challenge
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation fb35782f-56fa-4cca-a410-c52663e1974c · inbound
Randomized Advantage Transformation (RAT): Computing Natural Policy Gradients via Direct Backpropagation The StarCraft Multi-Agent Challenge
Reference 128
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2b55a951-c3d2-470f-a251-26011fb763fa · inbound
PIMbot: A Self-Adaptive Attack Framework for Adversarial Manipulation of Multi-Robot Reinforcement Learning The StarCraft Multi-Agent Challenge
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e6de946c-ea2d-4667-b43e-a097b14e3954 · inbound
Episodic Memory Temporal Consistency for Cooperative Multi-Agent Reinforcement Learning The StarCraft Multi-Agent Challenge
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7af2a22e-5a59-4af2-a01b-8dc27c6a6d73 · inbound
Phi-Actor-Critic: Steering General-Sum Games to Pareto-Efficient Correlated Equilibria The StarCraft Multi-Agent Challenge
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8bc1d099-97b3-445c-84d7-48b9a387282c · inbound
CCKS: Consensus-based Communication and Knowledge Sharing The StarCraft Multi-Agent Challenge
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 174f807c-1309-479d-825b-eb1a14661109 · inbound
TRIDENT: Breaking the Hybrid-Safety-Physics Coupling for Provably Safe Multi-Agent Reinforcement Learning The StarCraft Multi-Agent Challenge
Reference 81
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e7571810-32ff-4db3-b13b-c10dd098412a · inbound
ASALT: Adaptive State Alignment for Lateral Transfer in Multi-agent Reinforcement Learning The StarCraft Multi-Agent Challenge
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9395ea3d-2d17-4909-b2b8-ddebff0f6c08 · inbound
Low Variance Trust Region Optimization with Independent Actors and Sequential Updates in Cooperative Multi-agent Reinforcement Learning The StarCraft Multi-Agent Challenge
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1b8c8b35-de31-45c9-b704-4af13e4c561e · inbound
Play Like Champions: Counterfactual Feedback Generation in Latent Space The StarCraft Multi-Agent Challenge
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f29c1eb2-9923-48e6-9b69-b4c50c397dd7 · inbound
Strategy-Following Multi-Agent Deep Reinforcement Learning Considering Control Strategies Provided to Other Agents The StarCraft Multi-Agent Challenge
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e7bac09c-82ec-40ea-aff7-408267d2403b · inbound
DungeonBench: A Benchmark for Rules-Rich Tactical Reasoning in Dungeons & Dragons Combat The StarCraft Multi-Agent Challenge
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.