multi-agent reinforcement learning

534 papers

Explore in graph

Also known as

MARL MADRL

Co-occurring keywords

multi-agent system (1743) cooperative multi-agent (43) nash equilibrium (396) game theory (852) markov game (86) reinforcement learning (4122) policy optimization (630) policy learning (699) cooperative learning (65) value decomposition (31)

Papers

LLM Collaboration with Multi-Agent Reinforcement Learning AAAI 2026

Conditional Diffusion Model for Multi-Agent Dynamic Task Decomposition AAAI 2026

Autonomous Partner Selection for Cooperative Multi-Agent Reinforcement Learning AAAI 2026

Advancing Protein Design via Multi-Agent Reinforcement Learning with Pareto-Based Collaborative Optimization AAAI 2026

HCPO: Hierarchical Conductor-Based Policy Optimization in Multi-Agent Reinforcement Learning AAAI 2026

Explaining Decentralized Multi-Agent Reinforcement Learning Policies AAAI 2026

Causality-Aware Efficient Exploration for Cooperative Multi-Agent Reinforcement Learning AAAI 2026

Gradient-Protected Value Decomposition for Cooperative Multi-Agent Reinforcement Learning AAAI 2026

Beyond Monotonicity: Revisiting Factorization Principles in Multi-Agent Q-Learning AAAI 2026

Multi-agent In-context Coordination via Decentralized Memory Retrieval AAAI 2026

MARLIN: Multi-Agent Reinforcement Learning for Incremental DAG Discovery AAAI 2026

Acting Beyond Learning: Imagination-Assisted Decision-Making in the Visual-based Multi-Agent Cooperative Scenarios AAAI 2025

Efficient Communication in Multi-Agent Reinforcement Learning with Implicit Consensus Generation AAAI 2025

SrSv: Integrating Sequential Rollouts with Sequential Value Estimation for Multi-agent Reinforcement Learning AAAI 2025

LNS2+RL: Combining Multi-agent Reinforcement Learning with Large Neighborhood Search in Multi-agent Path Finding AAAI 2025

Cooperative Policy Agreement: Learning Diverse Policy for Offline MARL AAAI 2025

Advancing Collaborative Debates with Role Differentiation through Multi-Agent Reinforcement Learning ACL 2025

Asymptotic Extinction in Large Coordination Games AAAI 2025

Bridging Training and Execution via Dynamic Directed Graph-Based Communication in Cooperative Multi-Agent Systems AAAI 2025

Investigating Relational State Abstraction in Collaborative MARL AAAI 2025

Sequential Order Adjustment of Action Decisions for Multi-Agent Transformer (Student Abstract) AAAI 2025

AIR: Unifying Individual and Collective Exploration in Cooperative Multi-Agent Reinforcement Learning AAAI 2025

GTDE: Grouped Training with Decentralized Execution for Multi-agent Actor-Critic AAAI 2025

CoDe: Communication Delay-Tolerant Multi-Agent Collaboration via Dual Alignment of Intent and Timeliness AAAI 2025

AgentMixer: Multi-Agent Correlated Policy Factorization AAAI 2025