Efficient Multi-agent Reinforcement Learning by Planning May 20, 2024 Computational Efficiency Model-based Reinforcement Learning
Code Code Available 5 IMP-MARL: a Suite of Environments for Large-scale Infrastructure Management Planning via MARL Jun 20, 2023 Benchmarking Management
Code Code Available 5 Collaborating with Humans without Human Data Oct 15, 2021 Multi-agent Reinforcement Learning
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 Hierarchical Multi-Agent Reinforcement Learning for Air Combat Maneuvering Sep 20, 2023 Decision Making Multi-agent Reinforcement Learning
Code Code Available 5 Agent-Temporal Attention for Reward Redistribution in Episodic Multi-Agent Reinforcement Learning Jan 12, 2022 Multi-agent Reinforcement Learning reinforcement-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 Collaborative Visual Navigation Jul 2, 2021 Multi-agent Reinforcement Learning Navigate
Code Code Available 5 HAD-Gen: Human-like and Diverse Driving Behavior Modeling for Controllable Scenario Generation Mar 19, 2025 Autonomous Vehicles Imitation Learning
Code Code Available 5 Learning Scalable Multi-Agent Coordination by Spatial Differentiation for Traffic Signal Control Feb 27, 2020 Deep Reinforcement Learning Graph Attention
Code Code Available 5 CAMMARL: Conformal Action Modeling in Multi Agent Reinforcement Learning Jun 19, 2023 Conformal Prediction Decision Making
Code Code Available 5 Actor-Attention-Critic for Multi-Agent Reinforcement Learning Oct 5, 2018 Multi-agent Reinforcement Learning reinforcement-learning
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 Formal Contracts Mitigate Social Dilemmas in Multi-Agent RL Aug 22, 2022 Management Multi-agent Reinforcement Learning
Code Code Available 5 Fleet Rebalancing for Expanding Shared e-Mobility Systems: A Multi-agent Deep Reinforcement Learning Approach Nov 11, 2022 Deep Reinforcement Learning Multi-agent Reinforcement Learning
Code Code Available 5 C-COMA: A CONTINUAL REINFORCEMENT LEARNING MODEL FOR DYNAMIC MULTIAGENT ENVIRONMENTS Apr 5, 2021 Continual Learning 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 Beyond Greedy Search: Tracking by Multi-Agent Reinforcement Learning-based Beam Search May 19, 2022 Decision Making Image Captioning
Code Code Available 5 FoX: Formation-aware exploration in multi-agent reinforcement learning Aug 22, 2023 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available 5 Bayesian Action Decoder for Deep Multi-Agent Reinforcement Learning Nov 4, 2018 Decoder Multi-agent Reinforcement Learning
Code Code Available 5 CityLearn: Standardizing Research in Multi-Agent Reinforcement Learning for Demand Response and Urban Energy Management Dec 18, 2020 energy management Management
Code Code Available 5 Scalable Multi-agent Reinforcement Learning Algorithm for Wireless Networks Aug 1, 2021 Decision Making 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 CoLight: Learning Network-level Cooperation for Traffic Signal Control May 11, 2019 Multi-agent Reinforcement Learning Reinforcement Learning
Code Code Available 5 Battlesnake Challenge: A Multi-agent Reinforcement Learning Playground with Human-in-the-loop Jul 20, 2020 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available 5 