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multi-agent reinforcement learning

534 papers

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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

Robust Multi-Agent Reinforcement Learning with Model Uncertainty NIPS 2020
Shared Experience Actor-Critic for Multi-Agent Reinforcement Learning NIPS 2020
Learning Implicit Credit Assignment for Cooperative Multi-Agent Reinforcement Learning NIPS 2020
Learning to Incentivize Other Learning Agents NIPS 2020
Promoting Coordination through Policy Regularization in Multi-Agent Deep Reinforcement Learning NIPS 2020
Emergent Reciprocity and Team Formation from Randomized Uncertain Social Preferences NIPS 2020
Succinct and Robust Multi-Agent Communication With Temporal Message Control NIPS 2020
Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning JMLR 2020
Non-Autoregressive Image Captioning with Counterfactuals-Critical Multi-Agent Learning IJCAI 2020
Modelling Bounded Rationality in Multi-Agent Interactions by Generalized Recursive Reasoning IJCAI 2020
Finite-Time Analysis of Decentralized Temporal-Difference Learning with Linear Function Approximation AISTATS 2020
Curriculum learning for multilevel budgeted combinatorial problems NIPS 2020
Learning a Decentralized Multi-Arm Motion Planner CORL 2020
Optimal Exploration Algorithm of Multi-Agent Reinforcement Learning Methods (Student Abstract) AAAI 2020
Gifting in Multi-Agent Reinforcement Learning (Student Abstract) AAAI 2020
Learning to Model Opponent Learning (Student Abstract) AAAI 2020
Bi-Level Actor-Critic for Multi-Agent Coordination AAAI 2020
Shapley Q-Value: A Local Reward Approach to Solve Global Reward Games AAAI 2020
Learning to Communicate Implicitly by Actions AAAI 2020
Neighborhood Cognition Consistent Multi-Agent Reinforcement Learning AAAI 2020
Multi-Agent Game Abstraction via Graph Attention Neural Network AAAI 2020
Improving Policies via Search in Cooperative Partially Observable Games AAAI 2020
Communication Learning via Backpropagation in Discrete Channels with Unknown Noise AAAI 2020
Arena: A General Evaluation Platform and Building Toolkit for Multi-Agent Intelligence AAAI 2020
From Few to More: Large-Scale Dynamic Multiagent Curriculum Learning AAAI 2020