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Multi-Agent Systems

264 directly classified papers

Papers per year

Papers

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
Sketch Less for More: On-the-Fly Fine-Grained Sketch-Based Image Retrieval CVPR 2020
Learning Efficient Multi-agent Communication: An Information Bottleneck Approach ICML 2020
Bootstrap Latent-Predictive Representations for Multitask Reinforcement Learning ICML 2020
Multi-Agent Routing Value Iteration Network ICML 2020
Breaking the Curse of Many Agents: Provable Mean Embedding Q-Iteration for Mean-Field Reinforcement Learning ICML 2020
Multi-Agent Determinantal Q-Learning ICML 2020
Learning Goal-oriented Dialogue Policy with opposite Agent Awareness AACL 2020
Learning from Easy to Complex: Adaptive Multi-Curricula Learning for Neural Dialogue Generation AAAI 2020
Bi-Level Actor-Critic for Multi-Agent Coordination AAAI 2020
SMIX(λ): Enhancing Centralized Value Functions for Cooperative Multi-Agent Reinforcement Learning AAAI 2020
Arena: A General Evaluation Platform and Building Toolkit for Multi-Agent Intelligence AAAI 2020
Communication Learning via Backpropagation in Discrete Channels with Unknown Noise AAAI 2020
AATEAM: Achieving the Ad Hoc Teamwork by Employing the Attention Mechanism AAAI 2020
Partner Selection for the Emergence of Cooperation in Multi-Agent Systems Using Reinforcement Learning AAAI 2020
The route to chaos in routing games: When is price of anarchy too optimistic? NIPS 2020
Bayesian Learning with Adaptive Load Allocation Strategies L4DC 2020
Continuous Multiagent Control Using Collective Behavior Entropy for Large-Scale Home Energy Management AAAI 2020
Macro-Action-Based Deep Multi-Agent Reinforcement Learning CORL 2019
Correlated Learning for Aggregation Systems UAI 2019
Deep Reinforcement Learning for Ride-sharing Dispatching and Repositioning IJCAI 2019
Failure-Scenario Maker for Rule-Based Agent using Multi-agent Adversarial Reinforcement Learning and its Application to Autonomous Driving IJCAI 2019
Virtual-Taobao: Virtualizing Real-World Online Retail Environment for Reinforcement Learning AAAI 2019
Learning Mean-Field Games NIPS 2019