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Multi-Agent Systems

948 directly classified papers

Papers per year

Papers

Multi-Agent Reinforcement Learning with Reward Delays L4DC 2023
Multi-Agent Learning from Learners ICML 2023
Online Defense Strategies for Reinforcement Learning Against Adaptive Reward Poisoning AISTATS 2023
Context-Aware Bayesian Network Actor-Critic Methods for Cooperative Multi-Agent Reinforcement Learning ICML 2023
Quantum Multi-Agent Meta Reinforcement Learning AAAI 2023
Theory of Mind for Multi-Agent Collaboration via Large Language Models EMNLP 2023
Provably Efficient Generalized Lagrangian Policy Optimization for Safe Multi-Agent Reinforcement Learning L4DC 2023
Policy Gradient Play with Networked Agents in Markov Potential Games L4DC 2023
Social Motivation for Modelling Other Agents under Partial Observability in Decentralised Training IJCAI 2023
Learning Explicit Credit Assignment for Cooperative Multi-Agent Reinforcement Learning via Polarization Policy Gradient AAAI 2023
Subspace-Aware Exploration for Sparse-Reward Multi-Agent Tasks AAAI 2023
Robust Multi-Agent Coordination via Evolutionary Generation of Auxiliary Adversarial Attackers AAAI 2023
Learning Multi-agent Behaviors from Distributed and Streaming Demonstrations NIPS 2023
A Pair-Approximation Method for Modelling the Dynamics of Multi-Agent Stochastic Games AAAI 2023
Regret Minimization and Convergence to Equilibria in General-sum Markov Games ICML 2023
Team-PSRO for Learning Approximate TMECor in Large Team Games via Cooperative Reinforcement Learning NIPS 2023
Incremental Reinforcement Learning with Dual-Adaptive ε-Greedy Exploration AAAI 2023
Provably Fast Convergence of Independent Natural Policy Gradient for Markov Potential Games NIPS 2023
Automatic Grouping for Efficient Cooperative Multi-Agent Reinforcement Learning NIPS 2023
SMACv2: An Improved Benchmark for Cooperative Multi-Agent Reinforcement Learning NIPS 2023
Online Tuning for Offline Decentralized Multi-Agent Reinforcement Learning AAAI 2023
Multi-Agent First Order Constrained Optimization in Policy Space NIPS 2023
On Imitation in Mean-field Games NIPS 2023
A Reduction-based Framework for Sequential Decision Making with Delayed Feedback NIPS 2023
Synthesizing Resilient Strategies for Infinite-Horizon Objectives in Multi-Agent Systems IJCAI 2023