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Multi-Agent Systems

948 directly classified papers

Papers per year

Papers

PaCo: Parameter-Compositional Multi-task Reinforcement Learning NIPS 2022
The Surprising Effectiveness of PPO in Cooperative Multi-Agent Games NIPS 2022
Non-Linear Coordination Graphs NIPS 2022
Proximal Learning With Opponent-Learning Awareness NIPS 2022
Human-Robotic Prosthesis as Collaborating Agents for Symmetrical Walking NIPS 2022
MATE: Benchmarking Multi-Agent Reinforcement Learning in Distributed Target Coverage Control NIPS 2022
Pragmatically Learning from Pedagogical Demonstrations in Multi-Goal Environments NIPS 2022
Distributed Influence-Augmented Local Simulators for Parallel MARL in Large Networked Systems NIPS 2022
Learning Distributed and Fair Policies for Network Load Balancing as Markov Potential Game NIPS 2022
Multiagent Q-learning with Sub-Team Coordination NIPS 2022
Rethinking Individual Global Max in Cooperative Multi-Agent Reinforcement Learning NIPS 2022
Distributed Inverse Constrained Reinforcement Learning for Multi-agent Systems NIPS 2022
Universally Expressive Communication in Multi-Agent Reinforcement Learning NIPS 2022
Transformer-based Working Memory for Multiagent Reinforcement Learning with Action Parsing NIPS 2022
Relational Reasoning via Set Transformers: Provable Efficiency and Applications to MARL NIPS 2022
A Mean-Field Game Approach to Cloud Resource Management with Function Approximation NIPS 2022
Heterogeneous Skill Learning for Multi-agent Tasks NIPS 2022
Learning to Mitigate AI Collusion on Economic Platforms NIPS 2022
Learning Two-Player Markov Games: Neural Function Approximation and Correlated Equilibrium NIPS 2022
MAPDP: Cooperative Multi-Agent Reinforcement Learning to Solve Pickup and Delivery Problems AAAI 2022
Asynchronous Actor-Critic for Multi-Agent Reinforcement Learning NIPS 2022
Towards Human-Level Bimanual Dexterous Manipulation with Reinforcement Learning NIPS 2022
Multi-Agent Reinforcement Learning is a Sequence Modeling Problem NIPS 2022
Provable General Function Class Representation Learning in Multitask Bandits and MDP NIPS 2022
Smooth Fictitious Play in Stochastic Games with Perturbed Payoffs and Unknown Transitions NIPS 2022