PoseExaminer: Automated Testing of Out-of-Distribution Robustness in Human Pose and Shape Estimation Mar 13, 2023 Multi-agent Reinforcement Learning
Code Code Available 5 Fully Decentralized Multi-Agent Reinforcement Learning with Networked Agents Feb 23, 2018 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available 5 PyTAG: Tabletop Games for Multi-Agent Reinforcement Learning May 28, 2024 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available 5 PyTSC: A Unified Platform for Multi-Agent Reinforcement Learning in Traffic Signal Control Oct 23, 2024 Management Multi-agent Reinforcement Learning
Code Code Available 5 QMIX: Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning Mar 30, 2018 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available 5 Formal Contracts Mitigate Social Dilemmas in Multi-Agent RL Aug 22, 2022 Management Multi-agent Reinforcement Learning
Code Code Available 5 A coevolutionary approach to deep multi-agent reinforcement learning Apr 12, 2021 Atari Games Decision Making
Code Code Available 5 Group-Aware Coordination Graph for Multi-Agent Reinforcement Learning Apr 17, 2024 Decision Making Multi-agent Reinforcement Learning
Code Code Available 5 Mava: a research library for distributed multi-agent reinforcement learning in JAX Jul 3, 2021 Decision Making Multi-agent Reinforcement Learning
Code Code Available 5 Learning to Share in Multi-Agent Reinforcement Learning Dec 16, 2021 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available 5 Hierarchical Multi-Agent Reinforcement Learning for Air Combat Maneuvering Sep 20, 2023 Decision Making Multi-agent Reinforcement Learning
Code Code Available 5 Regularized Softmax Deep Multi-Agent Q-Learning Dec 1, 2021 Multi-agent Reinforcement Learning Q-Learning
Code Code Available 5 Learning to Model Opponent Learning Jun 6, 2020 Decision Making model
Code Code Available 5 Learning to Simulate Self-Driven Particles System with Coordinated Policy Optimization Oct 26, 2021 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available 5 An Empirical Study on Google Research Football Multi-agent Scenarios May 16, 2023 Benchmarking Multi-agent Reinforcement Learning
Code Code Available 5 HyperMARL: Adaptive Hypernetworks for Multi-Agent RL Dec 5, 2024 Diversity Multi-agent Reinforcement Learning
Code Code Available 5 CAMMARL: Conformal Action Modeling in Multi Agent Reinforcement Learning Jun 19, 2023 Conformal Prediction Decision Making
Code Code Available 5 CAMP: Collaborative Attention Model with Profiles for Vehicle Routing Problems Jan 6, 2025 Computational Efficiency Multi-agent Reinforcement Learning
Code Code Available 5 Learning to Cooperate with Humans using Generative Agents Nov 21, 2024 Multi-agent Reinforcement Learning
Code Code Available 5 IG-RL: Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control Mar 6, 2020 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available 5 E(3)-Equivariant Actor-Critic Methods for Cooperative Multi-Agent Reinforcement Learning Aug 23, 2023 Inductive Bias Multi-agent Reinforcement Learning
Code Code Available 5 Hypothetical Minds: Scaffolding Theory of Mind for Multi-Agent Tasks with Large Language Models Jul 9, 2024 Multi-agent Reinforcement Learning
Code Code Available 5 Learning to Control and Coordinate Mixed Traffic Through Robot Vehicles at Complex and Unsignalized Intersections Jan 12, 2023 Autonomous Vehicles Multi-agent Reinforcement Learning
Code Code Available 5 InvestESG: A multi-agent reinforcement learning benchmark for studying climate investment as a social dilemma Nov 15, 2024 Multi-agent Reinforcement Learning
Code Code Available 5 Inequity aversion improves cooperation in intertemporal social dilemmas Mar 23, 2018 Multi-agent Reinforcement Learning Reinforcement Learning
Code Code Available 5 Information Design in Multi-Agent Reinforcement Learning May 8, 2023 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available 5 An Extended Benchmarking of Multi-Agent Reinforcement Learning Algorithms in Complex Fully Cooperative Tasks Feb 7, 2025 Benchmarking Multi-agent Reinforcement Learning
Code Code Available 5 Intelligent Electric Vehicle Charging Recommendation Based on Multi-Agent Reinforcement Learning Feb 15, 2021 Deep Reinforcement Learning Multi-agent Reinforcement Learning
Code Code Available 5 Learning Zero-Shot Cooperation with Humans, Assuming Humans Are Biased Feb 3, 2023 Multi-agent Reinforcement Learning
Code Code Available 5 Celebrating Diversity in Shared Multi-Agent Reinforcement Learning Jun 4, 2021 Diversity Multi-agent Reinforcement Learning
Code Code Available 5 iPLAN: Intent-Aware Planning in Heterogeneous Traffic via Distributed Multi-Agent Reinforcement Learning Jun 9, 2023 Autonomous Vehicles Collision Avoidance
Code Code Available 5 Is Centralized Training with Decentralized Execution Framework Centralized Enough for MARL? May 27, 2023 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available 5 Scalable Reinforcement Learning Policies for Multi-Agent Control Nov 16, 2020 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available 5 Scalable Safe Multi-Agent Reinforcement Learning for Multi-Agent System Jan 23, 2025 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available 5 Is Independent Learning All You Need in the StarCraft Multi-Agent Challenge? Nov 18, 2020 All Multi-agent Reinforcement Learning
Code Code Available 5 Is Machine Learning Ready for Traffic Engineering Optimization? Sep 3, 2021 BIG-bench Machine Learning Multi-agent Reinforcement Learning
Code Code Available 5 CoLight: Learning Network-level Cooperation for Traffic Signal Control May 11, 2019 Multi-agent Reinforcement Learning Reinforcement Learning
Code Code Available 5 JaxRobotarium: Training and Deploying Multi-Robot Policies in 10 Minutes May 10, 2025 Benchmarking GPU
Code Code Available 5 A Constrained Multi-Agent Reinforcement Learning Approach to Autonomous Traffic Signal Control Mar 30, 2025 Fairness Multi-agent Reinforcement Learning
Code Code Available 5 Laser Learning Environment: A new environment for coordination-critical multi-agent tasks Apr 4, 2024 Multi-agent Reinforcement Learning Q-Learning
Code Code Available 5 Chasing Moving Targets with Online Self-Play Reinforcement Learning for Safer Language Models Jun 9, 2025 Multi-agent Reinforcement Learning Safety Alignment
Code Code Available 5 Coevolving with the Other You: Fine-Tuning LLM with Sequential Cooperative Multi-Agent Reinforcement Learning Oct 8, 2024 GSM8K Multi-agent Reinforcement Learning
Code Code Available 5 Collaborating with Humans without Human Data Oct 15, 2021 Multi-agent Reinforcement Learning
Code Code Available 5 Learning a Decentralized Multi-arm Motion Planner Nov 5, 2020 Motion Planning Multi-agent Reinforcement Learning
Code Code Available 5 Coach-Player Multi-Agent Reinforcement Learning for Dynamic Team Composition May 18, 2021 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available 5 A game-theoretic analysis of networked system control for common-pool resource management using multi-agent reinforcement learning Oct 15, 2020 Management Multi-agent Reinforcement Learning
Code Code Available 5 A Game-Theoretic Approach to Multi-Agent Trust Region Optimization Jun 12, 2021 Atari Games MuJoCo
Code Code Available 5 Learning Fair Policies in Decentralized Cooperative Multi-Agent Reinforcement Learning Dec 17, 2020 Fairness Multi-agent Reinforcement Learning
Code Code Available 5 A Cooperative Multi-Agent Reinforcement Learning Framework for Resource Balancing in Complex Logistics Network Mar 2, 2019 Combinatorial Optimization Management
Code Code Available 5 Collaborative Visual Navigation Jul 2, 2021 Multi-agent Reinforcement Learning Navigate
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