← Methods
Reinforcement Learning › Methods ›

Multi-Agent Systems

948 directly classified papers

Papers per year

Papers

Multi-Agent/Robot Deep Reinforcement Learning with Macro-Actions (Student Abstract) AAAI 2020
Optimal Exploration Algorithm of Multi-Agent Reinforcement Learning Methods (Student Abstract) AAAI 2020
Gifting in Multi-Agent Reinforcement Learning (Student Abstract) AAAI 2020
Multi-Agent Pattern Formation with Deep Reinforcement Learning (Student Abstract) AAAI 2020
Learning to Model Opponent Learning (Student Abstract) AAAI 2020
Regret Bounds for Decentralized Learning in Cooperative Multi-Agent Dynamical Systems UAI 2020
SMIX(λ): Enhancing Centralized Value Functions for Cooperative Multi-Agent Reinforcement Learning AAAI 2020
Multi-Agent Task-Oriented Dialog Policy Learning with Role-Aware Reward Decomposition ACL 2020
From Few to More: Large-Scale Dynamic Multiagent Curriculum Learning AAAI 2020
Shapley Q-Value: A Local Reward Approach to Solve Global Reward Games AAAI 2020
Learning to Communicate Implicitly by Actions AAAI 2020
Arena: A General Evaluation Platform and Building Toolkit for Multi-Agent Intelligence AAAI 2020
Multi-Agent Actor-Critic with Hierarchical Graph Attention Network AAAI 2020
Neighborhood Cognition Consistent Multi-Agent Reinforcement Learning AAAI 2020
Towards Playing Full MOBA Games with Deep Reinforcement Learning NIPS 2020
Model-Based Multi-Agent RL in Zero-Sum Markov Games with Near-Optimal Sample Complexity NIPS 2020
Scalable Multi-Agent Reinforcement Learning for Networked Systems with Average Reward NIPS 2020
Strategies for Cooperative UAVs Using Model Predictive Control IJCAI 2020
Robust Market Making via Adversarial Reinforcement Learning IJCAI 2020
MAPS: Multi-Agent reinforcement learning-based Portfolio management System. IJCAI 2020
MaCAR: Urban Traffic Light Control via Active Multi-agent Communication and Action Rectification IJCAI 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
Model-based Reinforcement Learning for Decentralized Multiagent Rendezvous CORL 2020
Fiduciary Bandits ICML 2020