Browse State-of-the-Art › Multi-agent Reinforcement Learning › Papers, page 16

Multi-agent Reinforcement Learning

Papers archive 2025-07-28

archive papers tagged: 1,718 · with a code link: 522 · where Syntology ran a sample: 135 (119 with a run with no instrument failure, 16 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (135 of 1,718 tagged: 119 with a run with no instrument failure, 16 where every run was a failure of Syntology's instrument)

Page 16 of 18: papers 1,501 to 1,600 of 1,718, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• LQR with Tracking: A Zeroth-order Approach and Its Global Convergence
  3 Nov 2020 0 repositories listed
• Interpreting Graph Drawing with Multi-Agent Reinforcement Learning
  2 Nov 2020 0 repositories listed
• Online Learning in Unknown Markov Games
  28 Oct 2020 0 repositories listed
• On Information Asymmetry in Competitive Multi-Agent Reinforcement Learning: Convergence and Optimality
  21 Oct 2020 0 repositories listed
• Multi-Agent Reinforcement Learning in NOMA-aided UAV Networks for Cellular Offloading
  18 Oct 2020 0 repositories listed
• Cooperative-Competitive Reinforcement Learning with History-Dependent Rewards
  15 Oct 2020 0 repositories listed
• Leveraging the Capabilities of Connected and Autonomous Vehicles and Multi-Agent Reinforcement Learning to Mitigate Highway Bottleneck Congestion
  12 Oct 2020 0 repositories listed
• Heterogeneous Multi-Agent Reinforcement Learning for Unknown Environment Mapping
  6 Oct 2020 0 repositories listed
• UneVEn: Universal Value Exploration for Multi-Agent Reinforcement Learning
  6 Oct 2020 0 repositories listed
• A Sharp Analysis of Model-based Reinforcement Learning with Self-Play
  4 Oct 2020 0 repositories listed
• Correcting Experience Replay for Multi-Agent Communication
  2 Oct 2020 0 repositories listed
• Emergent Social Learning via Multi-agent Reinforcement Learning
  1 Oct 2020 0 repositories listed Syntology 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
• Agent Environment Cycle Games
  28 Sep 2020 0 repositories listed
• The Emergence of Individuality in Multi-Agent Reinforcement Learning
  28 Sep 2020 0 repositories listed
• Towards Heterogeneous Multi-Agent Reinforcement Learning with Graph Neural Networks
  28 Sep 2020 0 repositories listed
• Towards Understanding Linear Value Decomposition in Cooperative Multi-Agent Q-Learning
  28 Sep 2020 0 repositories listed
• Ultra-dense Low Data Rate (UDLD) Communication in the THz
  22 Sep 2020 0 repositories listed
• Lyapunov-Based Reinforcement Learning for Decentralized Multi-Agent Control
  20 Sep 2020 0 repositories listed
• Multi-agent reinforcement learning algorithm to solve a partially-observable multi-agent problem in disaster response
  18 Sep 2020 0 repositories listed
• Multi-Agent Reinforcement Learning in Cournot Games
  14 Sep 2020 0 repositories listed
• QR-MIX: Distributional Value Function Factorisation for Cooperative Multi-Agent Reinforcement Learning
  9 Sep 2020 0 repositories listed
• Reinforcement Learning in Non-Stationary Discrete-Time Linear-Quadratic Mean-Field Games
  9 Sep 2020 0 repositories listed
• Cross-layer Band Selection and Routing Design for Diverse Band-aware DSA Networks
  8 Sep 2020 0 repositories listed
• PAC Reinforcement Learning Algorithm for General-Sum Markov Games
  5 Sep 2020 0 repositories listed
• Learning Nash Equilibria in Zero-Sum Stochastic Games via Entropy-Regularized Policy Approximation
  1 Sep 2020 0 repositories listed
• Learning to Collaborate in Multi-Module Recommendation via Multi-Agent Reinforcement Learning without Communication
  21 Aug 2020 0 repositories listed
• BGC: Multi-Agent Group Belief with Graph Clustering
  20 Aug 2020 0 repositories listed
• On the Convergence of Consensus Algorithms with Markovian Noise and Gradient Bias
  18 Aug 2020 0 repositories listed
• The reinforcement learning-based multi-agent cooperative approach for the adaptive speed regulation on a metallurgical pickling line
  16 Aug 2020 0 repositories listed
• REMAX: Relational Representation for Multi-Agent Exploration
  12 Aug 2020 0 repositories listed
• Distributed Deep Reinforcement Learning for Functional Split Control in Energy Harvesting Virtualized Small Cells
  7 Aug 2020 0 repositories listed
• Deep Q-Network Based Multi-agent Reinforcement Learning with Binary Action Agents
  6 Aug 2020 0 repositories listed
• Searching Collaborative Agents for Multi-plane Localization in 3D Ultrasound
  30 Jul 2020 0 repositories listed
• Compare and Select: Video Summarization with Multi-Agent Reinforcement Learning
  29 Jul 2020 0 repositories listed
• Multi-agent Reinforcement Learning in Bayesian Stackelberg Markov Games for Adaptive Moving Target Defense
  20 Jul 2020 0 repositories listed
• MAPS: Multi-agent Reinforcement Learning-based Portfolio Management System
  10 Jul 2020 0 repositories listed
• Consensus Multi-Agent Reinforcement Learning for Volt-VAR Control in Power Distribution Networks
  6 Jul 2020 0 repositories listed
• Decentralized Deep Reinforcement Learning for Network Level Traffic Signal Control
  2 Jul 2020 0 repositories listed
• R2-B2: Recursive Reasoning-Based Bayesian Optimization for No-Regret Learning in Games
  30 Jun 2020 0 repositories listed
• Online Multi-agent Reinforcement Learning for Decentralized Inverter-based Volt-VAR Control
  23 Jun 2020 0 repositories listed
• QTRAN++: Improved Value Transformation for Cooperative Multi-Agent Reinforcement Learning
  22 Jun 2020 0 repositories listed
• Breaking the Curse of Many Agents: Provable Mean Embedding Q-Iteration for Mean-Field Reinforcement Learning
  21 Jun 2020 0 repositories listed
• Cooperative Multi-Agent Reinforcement Learning with Partial Observations
  18 Jun 2020 0 repositories listed
• Distributed Value Function Approximation for Collaborative Multi-Agent Reinforcement Learning
  18 Jun 2020 0 repositories listed
• Eco-Vehicular Edge Networks for Connected Transportation: A Distributed Multi-Agent Reinforcement Learning Approach
  17 Jun 2020 0 repositories listed
• Policy Evaluation and Seeking for Multi-Agent Reinforcement Learning via Best Response
  17 Jun 2020 0 repositories listed
• Multi-Agent Reinforcement Learning for Adaptive User Association in Dynamic mmWave Networks
  16 Jun 2020 0 repositories listed
• Human and Multi-Agent collaboration in a human-MARL teaming framework
  12 Jun 2020 0 repositories listed
• Learning to Communicate Using Counterfactual Reasoning
  12 Jun 2020 0 repositories listed
• Multi-Agent Informational Learning Processes
  11 Jun 2020 0 repositories listed
• Scalable Multi-Agent Reinforcement Learning for Networked Systems with Average Reward
  11 Jun 2020 0 repositories listed
• Multi-Agent Reinforcement Learning in a Realistic Limit Order Book Market Simulation
  10 Jun 2020 0 repositories listed
• Incorporating Pragmatic Reasoning Communication into Emergent Language
  7 Jun 2020 0 repositories listed
• Skill Discovery of Coordination in Multi-agent Reinforcement Learning
  7 Jun 2020 0 repositories listed
• Towards Understanding Cooperative Multi-Agent Q-Learning with Value Factorization
  31 May 2020 0 repositories listed
• Batch-Augmented Multi-Agent Reinforcement Learning for Efficient Traffic Signal Optimization
  19 May 2020 0 repositories listed
• Experience Augmentation: Boosting and Accelerating Off-Policy Multi-Agent Reinforcement Learning
  19 May 2020 0 repositories listed
• Automating Turbulence Modeling by Multi-Agent Reinforcement Learning
  18 May 2020 0 repositories listed
• Non-Autoregressive Image Captioning with Counterfactuals-Critical Multi-Agent Learning
  10 May 2020 0 repositories listed
• Multi-agent Reinforcement Learning for Decentralized Stable Matching
  3 May 2020 0 repositories listed
• Learning Expensive Coordination: An Event-Based Deep RL Approach
  1 May 2020 0 repositories listed
• Posterior sampling for multi-agent reinforcement learning: solving extensive games with imperfect information
  1 May 2020 0 repositories listed
• Variational Policy Propagation for Multi-agent Reinforcement Learning
  19 Apr 2020 0 repositories listed
• Macro-Action-Based Deep Multi-Agent Reinforcement Learning
  18 Apr 2020 0 repositories listed
• F2A2: Flexible Fully-decentralized Approximate Actor-critic for Cooperative Multi-agent Reinforcement Learning
  17 Apr 2020 0 repositories listed
• Re-conceptualising the Language Game Paradigm in the Framework of Multi-Agent Reinforcement Learning
  9 Apr 2020 0 repositories listed
• Networked Multi-Agent Reinforcement Learning with Emergent Communication
  6 Apr 2020 0 repositories listed
• Multi-agent Reinforcement Learning for Resource Allocation in IoT networks with Edge Computing
  5 Apr 2020 0 repositories listed
• A Deep Ensemble Multi-Agent Reinforcement Learning Approach for Air Traffic Control
  3 Apr 2020 0 repositories listed
• Counterfactual Multi-Agent Reinforcement Learning with Graph Convolution Communication
  1 Apr 2020 0 repositories listed
• Parallel Knowledge Transfer in Multi-Agent Reinforcement Learning
  29 Mar 2020 0 repositories listed
• Multi-Agent Reinforcement Learning for Problems with Combined Individual and Team Reward
  24 Mar 2020 0 repositories listed
• Value Variance Minimization for Learning Approximate Equilibrium in Aggregation Systems
  16 Mar 2020 0 repositories listed
• A General Framework for Learning Mean-Field Games
  13 Mar 2020 0 repositories listed
• A Multi-Agent Reinforcement Learning Approach For Safe and Efficient Behavior Planning Of Connected Autonomous Vehicles
  9 Mar 2020 0 repositories listed
• Reward Design in Cooperative Multi-agent Reinforcement Learning for Packet Routing
  5 Mar 2020 0 repositories listed
• Dynamic Queue-Jump Lane for Emergency Vehicles under Partially Connected Settings: A Multi-Agent Deep Reinforcement Learning Approach
  2 Mar 2020 0 repositories listed
• Learning to Resolve Alliance Dilemmas in Many-Player Zero-Sum Games
  27 Feb 2020 0 repositories listed
• Multi-Agent Reinforcement Learning as a Computational Tool for Language Evolution Research: Historical Context and Future Challenges
  20 Feb 2020 0 repositories listed
• Reward Design for Driver Repositioning Using Multi-Agent Reinforcement Learning
  17 Feb 2020 0 repositories listed
• Multi-Vehicle Routing Problems with Soft Time Windows: A Multi-Agent Reinforcement Learning Approach
  13 Feb 2020 0 repositories listed
• Learning Multi-Agent Coordination through Connectivity-driven Communication
  12 Feb 2020 0 repositories listed
• Learning Structured Communication for Multi-agent Reinforcement Learning
  11 Feb 2020 0 repositories listed
• Proficiency Constrained Multi-Agent Reinforcement Learning for Environment-Adaptive Multi UAV-UGV Teaming
  10 Feb 2020 0 repositories listed
• Mean-Field Controls with Q-learning for Cooperative MARL: Convergence and Complexity Analysis
  10 Feb 2020 0 repositories listed
• Regret Bounds for Decentralized Learning in Cooperative Multi-Agent Dynamical Systems
  27 Jan 2020 0 repositories listed
• On Solving Cooperative MARL Problems with a Few Good Experiences
  22 Jan 2020 0 repositories listed
• Algorithms in Multi-Agent Systems: A Holistic Perspective from Reinforcement Learning and Game Theory
  17 Jan 2020 0 repositories listed
• Inducing Cooperative behaviour in Sequential-Social dilemmas through Multi-Agent Reinforcement Learning using Status-Quo Loss
  15 Jan 2020 0 repositories listed
• Model-based Multi-Agent Reinforcement Learning with Cooperative Prioritized Sweeping
  15 Jan 2020 0 repositories listed
• Multi-Robot Formation Control Using Reinforcement Learning
  13 Jan 2020 0 repositories listed
• Breaking the Curse of Many Agents: Provable Mean Embedding Q-Iteration for Mean-Field Reinforcement Learning
  1 Jan 2020 0 repositories listed
• OPtions as REsponses: Grounding behavioural hierarchies in multi-agent reinforcement learning
  1 Jan 2020 0 repositories listed
• “Other-Play” for Zero-Shot Coordination
  1 Jan 2020 0 repositories listed
• Individual specialization in multi-task environments with multiagent reinforcement learners
  29 Dec 2019 0 repositories listed
• Fairness in Multi-agent Reinforcement Learning for Stock Trading
  14 Dec 2019 0 repositories listed
• Natural Actor-Critic Converges Globally for Hierarchical Linear Quadratic Regulator
  14 Dec 2019 0 repositories listed
• Biases for Emergent Communication in Multi-agent Reinforcement Learning
  11 Dec 2019 0 repositories listed
• Decentralized Multi-Agent Reinforcement Learning with Networked Agents: Recent Advances
  9 Dec 2019 0 repositories listed
• Intelligent Coordination among Multiple Traffic Intersections Using Multi-Agent Reinforcement Learning
  9 Dec 2019 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.