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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 7 of 18: papers 601 to 700 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.

• Iterative Multi-Agent Reinforcement Learning: A Novel Approach Toward Real-World Multi-Echelon Inventory Optimization
  23 Mar 2025 0 repositories listed
• A Roadmap Towards Improving Multi-Agent Reinforcement Learning With Causal Discovery And Inference
  22 Mar 2025 0 repositories listed
• PEnGUiN: Partially Equivariant Graph NeUral Networks for Sample Efficient MARL
  19 Mar 2025 0 repositories listed
• Predicting Multi-Agent Specialization via Task Parallelizability
  19 Mar 2025 0 repositories listed
• A Comprehensive Survey on Multi-Agent Cooperative Decision-Making: Scenarios, Approaches, Challenges and Perspectives
  17 Mar 2025 0 repositories listed
• Towards Better Sample Efficiency in Multi-Agent Reinforcement Learning via Exploration
  17 Mar 2025 0 repositories listed
• LLM-Mediated Guidance of MARL Systems
  16 Mar 2025 0 repositories listed
• ICCO: Learning an Instruction-conditioned Coordinator for Language-guided Task-aligned Multi-robot Control
  15 Mar 2025 0 repositories listed
• Unicorn: A Universal and Collaborative Reinforcement Learning Approach Towards Generalizable Network-Wide Traffic Signal Control
  14 Mar 2025 0 repositories listed
• Enhancing Multi-Agent Systems via Reinforcement Learning with LLM-based Planner and Graph-based Policy
  13 Mar 2025 0 repositories listed
• H2-MARL: Multi-Agent Reinforcement Learning for Pareto Optimality in Hospital Capacity Strain and Human Mobility during Epidemic
  13 Mar 2025 0 repositories listed
• Distributionally Robust Multi-Agent Reinforcement Learning for Dynamic Chute Mapping
  12 Mar 2025 0 repositories listed
• Enhancing Traffic Signal Control through Model-based Reinforcement Learning and Policy Reuse
  11 Mar 2025 0 repositories listed
• Q-MARL: A quantum-inspired algorithm using neural message passing for large-scale multi-agent reinforcement learning
  10 Mar 2025 0 repositories listed
• Using a single actor to output personalized policy for different intersections
  10 Mar 2025 0 repositories listed
• Fully-Decentralized MADDPG with Networked Agents
  9 Mar 2025 0 repositories listed
• Multi-Robot Collaboration through Reinforcement Learning and Abstract Simulation
  7 Mar 2025 0 repositories listed
• Human Implicit Preference-Based Policy Fine-tuning for Multi-Agent Reinforcement Learning in USV Swarm
  5 Mar 2025 0 repositories listed
• Pretrained LLMs as Real-Time Controllers for Robot Operated Serial Production Line
  5 Mar 2025 0 repositories listed
• Decentralized Reinforcement Learning for Multi-Agent Multi-Resource Allocation via Dynamic Cluster Agreements
  4 Mar 2025 0 repositories listed
• Multi-Agent Reinforcement Learning with Long-Term Performance Objectives for Service Workforce Optimization
  3 Mar 2025 0 repositories listed
• SrSv: Integrating Sequential Rollouts with Sequential Value Estimation for Multi-agent Reinforcement Learning
  3 Mar 2025 0 repositories listed
• M3HF: Multi-agent Reinforcement Learning from Multi-phase Human Feedback of Mixed Quality
  3 Mar 2025 0 repositories listed
• Factorized Deep Q-Network for Cooperative Multi-Agent Reinforcement Learning in Victim Tagging
  2 Mar 2025 0 repositories listed
• Nucleolus Credit Assignment for Effective Coalitions in Multi-agent Reinforcement Learning
  1 Mar 2025 0 repositories listed
• A Generative Model Enhanced Multi-Agent Reinforcement Learning Method for Electric Vehicle Charging Navigation
  27 Feb 2025 0 repositories listed
• Cooperative Multi-Agent Assignment over Stochastic Graphs via Constrained Reinforcement Learning
  27 Feb 2025 0 repositories listed
• Leveraging Large Language Models for Effective and Explainable Multi-Agent Credit Assignment
  24 Feb 2025 0 repositories listed
• Facilitating Emergency Vehicle Passage in Congested Urban Areas Using Multi-agent Deep Reinforcement Learning
  23 Feb 2025 0 repositories listed
• Toward Dependency Dynamics in Multi-Agent Reinforcement Learning for Traffic Signal Control
  23 Feb 2025 0 repositories listed
• Causal Mean Field Multi-Agent Reinforcement Learning
  20 Feb 2025 0 repositories listed
• Vision-Based Generic Potential Function for Policy Alignment in Multi-Agent Reinforcement Learning
  19 Feb 2025 0 repositories listed
• Collaboration Between the City and Machine Learning Community is Crucial to Efficient Autonomous Vehicles Routing
  18 Feb 2025 0 repositories listed
• Hypernetwork-based approach for optimal composition design in partially controlled multi-agent systems
  18 Feb 2025 0 repositories listed
• Cooperative Multi-Agent Planning with Adaptive Skill Synthesis
  14 Feb 2025 0 repositories listed
• Few is More: Task-Efficient Skill-Discovery for Multi-Task Offline Multi-Agent Reinforcement Learning
  13 Feb 2025 0 repositories listed
• Incentivize without Bonus: Provably Efficient Model-based Online Multi-agent RL for Markov Games
  13 Feb 2025 0 repositories listed
• Q-MARL: A GRAPH-BASED SOLUTION FOR LARGE-SCALE MULTI-AGENT REINFORCEMENT LEARNING INSPIRED BY QUANTUM CHEMISTRY
  13 Feb 2025 0 repositories listed
• Centrally Coordinated Multi-Agent Reinforcement Learning for Power Grid Topology Control
  12 Feb 2025 0 repositories listed
• Generative AI-Enhanced Cooperative MEC of UAVs and Ground Stations for Unmanned Surface Vehicles
  12 Feb 2025 0 repositories listed
• Distributed Value Decomposition Networks with Networked Agents
  11 Feb 2025 0 repositories listed
• Who is Helping Whom? Analyzing Inter-dependencies to Evaluate Cooperation in Human-AI Teaming
  10 Feb 2025 0 repositories listed
• LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning
  8 Feb 2025 0 repositories listed
• Low-Rank Agent-Specific Adaptation (LoRASA) for Multi-Agent Policy Learning
  8 Feb 2025 0 repositories listed
• TAR²: Temporal-Agent Reward Redistribution for Optimal Policy Preservation in Multi-Agent Reinforcement Learning
  7 Feb 2025 0 repositories listed
• Online Location Planning for AI-Defined Vehicles: Optimizing Joint Tasks of Order Serving and Spatio-Temporal Heterogeneous Model Fine-Tuning
  6 Feb 2025 0 repositories listed
• Reinforcement Learning on Dyads to Enhance Medication Adherence
  6 Feb 2025 0 repositories listed
• Simulating the Emergence of Differential Case Marking with Communicating Neural-Network Agents
  6 Feb 2025 0 repositories listed
• Double Distillation Network for Multi-Agent Reinforcement Learning
  5 Feb 2025 0 repositories listed
• Energy-Efficient Flying LoRa Gateways: A Multi-Agent Reinforcement Learning Approach
  5 Feb 2025 0 repositories listed
• Learning Efficient Flocking Control based on Gibbs Random Fields
  5 Feb 2025 0 repositories listed
• Optimistic ε-Greedy Exploration for Cooperative Multi-Agent Reinforcement Learning
  5 Feb 2025 0 repositories listed
• Sequential Multi-objective Multi-agent Reinforcement Learning Approach for Predictive Maintenance
  4 Feb 2025 0 repositories listed
• VolleyBots: A Testbed for Multi-Drone Volleyball Game Combining Motion Control and Strategic Play
  4 Feb 2025 0 repositories listed
• Visual Theory of Mind Enables the Invention of Proto-Writing
  3 Feb 2025 0 repositories listed
• B3C: A Minimalist Approach to Offline Multi-Agent Reinforcement Learning
  30 Jan 2025 0 repositories listed
• Learning Mean Field Control on Sparse Graphs
  28 Jan 2025 0 repositories listed
• Adaptive AI-based Decentralized Resource Management in the Cloud-Edge Continuum
  27 Jan 2025 0 repositories listed
• Selective Experience Sharing in Reinforcement Learning Enhances Interference Management
  27 Jan 2025 0 repositories listed
• Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination
  26 Jan 2025 0 repositories listed
• BMG-Q: Localized Bipartite Match Graph Attention Q-Learning for Ride-Pooling Order Dispatch
  23 Jan 2025 0 repositories listed
• An Offline Multi-Agent Reinforcement Learning Framework for Radio Resource Management
  22 Jan 2025 0 repositories listed
• Experience-replay Innovative Dynamics
  21 Jan 2025 0 repositories listed
• ADAGE: A generic two-layer framework for adaptive agent based modelling
  16 Jan 2025 0 repositories listed
• A Reinforcement Learning Approach to Quiet and Safe UAM Traffic Management
  15 Jan 2025 0 repositories listed
• AutoRestTest: A Tool for Automated REST API Testing Using LLMs and MARL
  15 Jan 2025 0 repositories listed
• Networked Agents in the Dark: Team Value Learning under Partial Observability
  15 Jan 2025 0 repositories listed
• Dynamic Pricing in High-Speed Railways Using Multi-Agent Reinforcement Learning
  14 Jan 2025 0 repositories listed
• Reinforcement Learning for Enhancing Sensing Estimation in Bistatic ISAC Systems with UAV Swarms
  11 Jan 2025 0 repositories listed
• Constrained Optimization of Charged Particle Tracking with Multi-Agent Reinforcement Learning
  9 Jan 2025 0 repositories listed
• Turn-based Multi-Agent Reinforcement Learning Model Checking
  6 Jan 2025 0 repositories listed
• CORD: Generalizable Cooperation via Role Diversity
  4 Jan 2025 0 repositories listed
• PIMAEX: Multi-Agent Exploration through Peer Incentivization
  2 Jan 2025 0 repositories listed
• Symmetries-enhanced Multi-Agent Reinforcement Learning
  2 Jan 2025 0 repositories listed
• Distributed Traffic Control in Complex Dynamic Roadblocks: A Multi-Agent Deep RL Approach
  31 Dec 2024 0 repositories listed
• Generative Emergent Communication: Large Language Model is a Collective World Model
  31 Dec 2024 0 repositories listed
• Game Theory and Multi-Agent Reinforcement Learning : From Nash Equilibria to Evolutionary Dynamics
  29 Dec 2024 0 repositories listed
• Scalable Hierarchical Reinforcement Learning for Hyper Scale Multi-Robot Task Planning
  27 Dec 2024 0 repositories listed
• Hierarchical Multi-agent Meta-Reinforcement Learning for Cross-channel Bidding
  26 Dec 2024 0 repositories listed
• Tacit Learning with Adaptive Information Selection for Cooperative Multi-Agent Reinforcement Learning
  20 Dec 2024 0 repositories listed
• Agent-Temporal Credit Assignment for Optimal Policy Preservation in Sparse Multi-Agent Reinforcement Learning
  19 Dec 2024 0 repositories listed
• The impact of behavioral diversity in multi-agent reinforcement learning
  19 Dec 2024 0 repositories listed
• Heterogeneous Multi-Agent Reinforcement Learning for Distributed Channel Access in WLANs
  18 Dec 2024 0 repositories listed
• Coordinated Power Smoothing Control for Wind Storage Integrated System with Physics-informed Deep Reinforcement Learning
  17 Dec 2024 0 repositories listed
• Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing
  16 Dec 2024 0 repositories listed
• Cluster-Based Multi-Agent Task Scheduling for Space-Air-Ground Integrated Networks
  14 Dec 2024 0 repositories listed
• GTDE: Grouped Training with Decentralized Execution for Multi-agent Actor-Critic
  12 Dec 2024 0 repositories listed
• Quantum-Train-Based Distributed Multi-Agent Reinforcement Learning
  12 Dec 2024 0 repositories listed
• Steganography in Game Actions
  11 Dec 2024 0 repositories listed
• Offline Multi-Agent Reinforcement Learning via In-Sample Sequential Policy Optimization
  10 Dec 2024 0 repositories listed
• Intersection-Aware Assessment of EMS Accessibility in NYC: A Data-Driven Approach
  5 Dec 2024 0 repositories listed
• Reinforcement Learning for Freeway Lane-Change Regulation via Connected Vehicles
  5 Dec 2024 0 repositories listed
• Traffic Co-Simulation Framework Empowered by Infrastructure Camera Sensing and Reinforcement Learning
  5 Dec 2024 0 repositories listed
• Comparative Analysis of Multi-Agent Reinforcement Learning Policies for Crop Planning Decision Support
  3 Dec 2024 0 repositories listed
• The Problem of Social Cost in Multi-Agent General Reinforcement Learning: Survey and Synthesis
  3 Dec 2024 0 repositories listed
• Mean-Field Sampling for Cooperative Multi-Agent Reinforcement Learning
  1 Dec 2024 0 repositories listed
• A Local Information Aggregation based Multi-Agent Reinforcement Learning for Robot Swarm Dynamic Task Allocation
  29 Nov 2024 0 repositories listed
• Integrating Transit Signal Priority into Multi-Agent Reinforcement Learning based Traffic Signal Control
  28 Nov 2024 0 repositories listed
• Safe Multi-Agent Reinforcement Learning with Convergence to Generalized Nash Equilibrium
  22 Nov 2024 0 repositories listed
• Multi-agent reinforcement learning strategy to maximize the lifetime of Wireless Rechargeable
  21 Nov 2024 0 repositories listed