Browse State-of-the-Art › Multi-agent Reinforcement Learning › Papers, page 9

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 9 of 18: papers 801 to 900 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.

• M-RAG: Reinforcing Large Language Model Performance through Retrieval-Augmented Generation with Multiple Partitions
  26 May 2024 0 repositories listed
• Variational Offline Multi-agent Skill Discovery
  26 May 2024 0 repositories listed
• A finite time analysis of distributed Q-learning
  23 May 2024 0 repositories listed
• Multi-Agent Reinforcement Learning with Hierarchical Coordination for Emergency Responder Stationing
  21 May 2024 0 repositories listed
• LLM-based Multi-Agent Reinforcement Learning: Current and Future Directions
  17 May 2024 0 repositories listed
• Fully Distributed Fog Load Balancing with Multi-Agent Reinforcement Learning
  15 May 2024 0 repositories listed
• Safety Constrained Multi-Agent Reinforcement Learning for Active Voltage Control
  14 May 2024 0 repositories listed
• POWQMIX: Weighted Value Factorization with Potentially Optimal Joint Actions Recognition for Cooperative Multi-Agent Reinforcement Learning
  13 May 2024 0 repositories listed
• Towards Adaptive IMFs -- Generalization of utility functions in Multi-Agent Frameworks
  13 May 2024 0 repositories listed
• AdaptNet: Rethinking Sensing and Communication for a Seamless Internet of Drones Experience
  12 May 2024 0 repositories listed
• An Initial Introduction to Cooperative Multi-Agent Reinforcement Learning
  10 May 2024 0 repositories listed
• An Overview of Machine Learning-Enabled Optimization for Reconfigurable Intelligent Surfaces-Aided 6G Networks: From Reinforcement Learning to Large Language Models
  9 May 2024 0 repositories listed
• Multi-Agent RL-Based Industrial AIGC Service Offloading over Wireless Edge Networks
  5 May 2024 0 repositories listed
• Linear Convergence of Independent Natural Policy Gradient in Games with Entropy Regularization
  4 May 2024 0 repositories listed
• Taming Equilibrium Bias in Risk-Sensitive Multi-Agent Reinforcement Learning
  4 May 2024 0 repositories listed
• SocialGFs: Learning Social Gradient Fields for Multi-Agent Reinforcement Learning
  3 May 2024 0 repositories listed
• MESA: Cooperative Meta-Exploration in Multi-Agent Learning through Exploiting State-Action Space Structure
  1 May 2024 0 repositories listed
• MF-OML: Online Mean-Field Reinforcement Learning with Occupation Measures for Large Population Games
  1 May 2024 0 repositories listed
• Provably Efficient Information-Directed Sampling Algorithms for Multi-Agent Reinforcement Learning
  30 Apr 2024 0 repositories listed
• Sample-Efficient Robust Multi-Agent Reinforcement Learning in the Face of Environmental Uncertainty
  29 Apr 2024 0 repositories listed
• Verco: Learning Coordinated Verbal Communication for Multi-agent Reinforcement Learning
  27 Apr 2024 0 repositories listed
• Multi-Agent Reinforcement Learning for Energy Networks: Computational Challenges, Progress and Open Problems
  24 Apr 2024 0 repositories listed
• Distributional Black-Box Model Inversion Attack with Multi-Agent Reinforcement Learning
  22 Apr 2024 0 repositories listed
• Multi-Agent Hybrid SAC for Joint SS-DSA in CRNs
  22 Apr 2024 0 repositories listed
• Reducing Redundant Computation in Multi-Agent Coordination through Locally Centralized Execution
  19 Apr 2024 0 repositories listed
• Centralized vs. Decentralized Multi-Agent Reinforcement Learning for Enhanced Control of Electric Vehicle Charging Networks
  18 Apr 2024 0 repositories listed
• Function Approximation for Reinforcement Learning Controller for Energy from Spread Waves
  17 Apr 2024 0 repositories listed
• Randomized Exploration in Cooperative Multi-Agent Reinforcement Learning
  16 Apr 2024 0 repositories listed Syntology 11 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 0 violated, 11 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 11 harvested samples)
• Higher Replay Ratio Empowers Sample-Efficient Multi-Agent Reinforcement Learning
  15 Apr 2024 0 repositories listed
• Differentially Private Reinforcement Learning with Self-Play
  11 Apr 2024 0 repositories listed
• Attention-Driven Multi-Agent Reinforcement Learning: Enhancing Decisions with Expertise-Informed Tasks
  8 Apr 2024 0 repositories listed
• Heterogeneous Multi-Agent Reinforcement Learning for Zero-Shot Scalable Collaboration
  5 Apr 2024 0 repositories listed
• Decentralized Learning Strategies for Estimation Error Minimization with Graph Neural Networks
  4 Apr 2024 0 repositories listed
• MARL-LNS: Cooperative Multi-agent Reinforcement Learning via Large Neighborhoods Search
  3 Apr 2024 0 repositories listed
• Distributed Autonomous Swarm Formation for Dynamic Network Bridging
  2 Apr 2024 0 repositories listed
• Emergence of Chemotactic Strategies with Multi-Agent Reinforcement Learning
  2 Apr 2024 0 repositories listed
• EnergAIze: Multi Agent Deep Deterministic Policy Gradient for Vehicle to Grid Energy Management
  2 Apr 2024 0 repositories listed
• Safety-Aware Multi-Agent Learning for Dynamic Network Bridging
  2 Apr 2024 0 repositories listed
• MA4DIV: Multi-Agent Reinforcement Learning for Search Result Diversification
  26 Mar 2024 0 repositories listed
• Paths to Equilibrium in Games
  26 Mar 2024 0 repositories listed
• Self-Clustering Hierarchical Multi-Agent Reinforcement Learning with Extensible Cooperation Graph
  26 Mar 2024 0 repositories listed
• Multi-agent transformer-accelerated RL for satisfaction of STL specifications
  23 Mar 2024 0 repositories listed
• Sample and Communication Efficient Fully Decentralized MARL Policy Evaluation via a New Approach: Local TD update
  23 Mar 2024 0 repositories listed
• Carbon Footprint Reduction for Sustainable Data Centers in Real-Time
  21 Mar 2024 0 repositories listed
• Learning and communication pressures in neural networks: Lessons from emergent communication
  21 Mar 2024 0 repositories listed
• Mixed-Reality Digital Twins: Leveraging the Physical and Virtual Worlds for Hybrid Sim2Real Transition of Multi-Agent Reinforcement Learning Policies
  16 Mar 2024 0 repositories listed
• Beyond Joint Demonstrations: Personalized Expert Guidance for Efficient Multi-Agent Reinforcement Learning
  13 Mar 2024 0 repositories listed
• Multi-Objective Optimization Using Adaptive Distributed Reinforcement Learning
  13 Mar 2024 0 repositories listed
• Strategizing against Q-learners: A Control-theoretical Approach
  13 Mar 2024 0 repositories listed
• DeepSafeMPC: Deep Learning-Based Model Predictive Control for Safe Multi-Agent Reinforcement Learning
  11 Mar 2024 0 repositories listed
• Mathematics of multi-agent learning systems at the interface of game theory and artificial intelligence
  9 Mar 2024 0 repositories listed
• Multi-Agent Reinforcement Learning with a Hierarchy of Reward Machines
  8 Mar 2024 0 repositories listed
• Reaching Consensus in Cooperative Multi-Agent Reinforcement Learning with Goal Imagination
  5 Mar 2024 0 repositories listed
• Feint Behaviors and Strategies: Formalization, Implementation and Evaluation
  4 Mar 2024 0 repositories listed
• SMAUG: A Sliding Multidimensional Task Window-Based MARL Framework for Adaptive Real-Time Subtask Recognition
  4 Mar 2024 0 repositories listed
• Imagine, Initialize, and Explore: An Effective Exploration Method in Multi-Agent Reinforcement Learning
  28 Feb 2024 0 repositories listed
• Reinforcement Learning Based Robust Volt/Var Control in Active Distribution Networks With Imprecisely Known Delay
  27 Feb 2024 0 repositories listed
• Shapley Value Based Multi-Agent Reinforcement Learning: Theory, Method and Its Application to Energy Network
  23 Feb 2024 0 repositories listed
• A Neuro-Symbolic Approach to Multi-Agent RL for Interpretability and Probabilistic Decision Making
  21 Feb 2024 0 repositories listed
• Learning to Model Diverse Driving Behaviors in Highly Interactive Autonomous Driving Scenarios with Multi-Agent Reinforcement Learning
  21 Feb 2024 0 repositories listed
• Stochastic Approximation with Delayed Updates: Finite-Time Rates under Markovian Sampling
  19 Feb 2024 0 repositories listed
• SINR-Aware Deep Reinforcement Learning for Distributed Dynamic Channel Allocation in Cognitive Interference Networks
  17 Feb 2024 0 repositories listed
• Enabling Multi-Agent Transfer Reinforcement Learning via Scenario Independent Representation
  13 Feb 2024 0 repositories listed
• Understanding Model Selection For Learning In Strategic Environments
  12 Feb 2024 0 repositories listed
• Refined Sample Complexity for Markov Games with Independent Linear Function Approximation
  11 Feb 2024 0 repositories listed
• Multimodal Query Suggestion with Multi-Agent Reinforcement Learning from Human Feedback
  7 Feb 2024 0 repositories listed
• Multi-Agent Reinforcement Learning for Offloading Cellular Communications with Cooperating UAVs
  5 Feb 2024 0 repositories listed
• Multi-agent Reinforcement Learning for Energy Saving in Multi-Cell Massive MIMO Systems
  5 Feb 2024 0 repositories listed
• Near-Optimal Reinforcement Learning with Self-Play under Adaptivity Constraints
  2 Feb 2024 0 repositories listed
• O(T⁻¹) Convergence to (Coarse) Correlated Equilibria in Full-Information General-Sum Markov Games
  2 Feb 2024 0 repositories listed
• Closure Discovery for Coarse-Grained Partial Differential Equations Using Grid-based Reinforcement Learning
  1 Feb 2024 0 repositories listed
• FM3Q: Factorized Multi-Agent MiniMax Q-Learning for Two-Team Zero-Sum Markov Game
  1 Feb 2024 0 repositories listed
• Learning and Calibrating Heterogeneous Bounded Rational Market Behaviour with Multi-Agent Reinforcement Learning
  1 Feb 2024 0 repositories listed
• Graph Attention-based Reinforcement Learning for Trajectory Design and Resource Assignment in Multi-UAV Assisted Communication
  31 Jan 2024 0 repositories listed
• Nash Soft Actor-Critic LEO Satellite Handover Management Algorithm for Flying Vehicles
  31 Jan 2024 0 repositories listed
• Autonomous Vehicle Patrolling Through Deep Reinforcement Learning: Learning to Communicate and Cooperate
  28 Jan 2024 0 repositories listed
• Peer-to-Peer Energy Trading of Solar and Energy Storage: A Networked Multiagent Reinforcement Learning Approach
  25 Jan 2024 0 repositories listed
• Multi-Agent Diagnostics for Robustness via Illuminated Diversity
  24 Jan 2024 0 repositories listed
• Emergent Communication Protocol Learning for Task Offloading in Industrial Internet of Things
  23 Jan 2024 0 repositories listed
• Learning Mean Field Games on Sparse Graphs: A Hybrid Graphex Approach
  23 Jan 2024 0 repositories listed
• Multi-Agent Generative Adversarial Interactive Self-Imitation Learning for AUV Formation Control and Obstacle Avoidance
  21 Jan 2024 0 repositories listed
• Multi-Agent Reinforcement Learning for Maritime Operational Technology Cyber Security
  18 Jan 2024 0 repositories listed
• The Synergy Between Optimal Transport Theory and Multi-Agent Reinforcement Learning
  18 Jan 2024 0 repositories listed
• AgentMixer: Multi-Agent Correlated Policy Factorization
  16 Jan 2024 0 repositories listed
• REValueD: Regularised Ensemble Value-Decomposition for Factorisable Markov Decision Processes
  16 Jan 2024 0 repositories listed
• UNEX-RL: Reinforcing Long-Term Rewards in Multi-Stage Recommender Systems with UNidirectional EXecution
  12 Jan 2024 0 repositories listed
• Fully Decentralized Cooperative Multi-Agent Reinforcement Learning: A Survey
  10 Jan 2024 0 repositories listed
• A Tensor Network Implementation of Multi Agent Reinforcement Learning
  8 Jan 2024 0 repositories listed
• ClusterComm: Discrete Communication in Decentralized MARL using Internal Representation Clustering
  7 Jan 2024 0 repositories listed
• Exploiting hidden structures in non-convex games for convergence to Nash equilibrium
  27 Dec 2023 0 repositories listed
• CARSS: Cooperative Attention-guided Reinforcement Subpath Synthesis for Solving Traveling Salesman Problem
  24 Dec 2023 0 repositories listed
• Dynamic Routing for Integrated Satellite-Terrestrial Networks: A Constrained Multi-Agent Reinforcement Learning Approach
  23 Dec 2023 0 repositories listed
• Multi-Agent Reinforcement Learning for Assessing False-Data Injection Attacks on Transportation Networks
  22 Dec 2023 0 repositories listed
• Sparse Mean Field Load Balancing in Large Localized Queueing Systems
  20 Dec 2023 0 repositories listed
• Curriculum Learning for Cooperation in Multi-Agent Reinforcement Learning
  19 Dec 2023 0 repositories listed
• Robust Communicative Multi-Agent Reinforcement Learning with Active Defense
  16 Dec 2023 0 repositories listed
• Multi-agent Reinforcement Learning: A Comprehensive Survey
  15 Dec 2023 0 repositories listed
• Situation-Dependent Causal Influence-Based Cooperative Multi-agent Reinforcement Learning
  15 Dec 2023 0 repositories listed
• Adaptive parameter sharing for multi-agent reinforcement learning
  14 Dec 2023 0 repositories listed
• Efficiently Quantifying Individual Agent Importance in Cooperative MARL
  13 Dec 2023 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.