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Multi-Agent Systems

264 directly classified papers

Papers per year

Papers

Multiagent Decision Making For Maritime Traffic Management AAAI 2019
Learning to Teach in Cooperative Multiagent Reinforcement Learning AAAI 2019
Learning from My Partner’s Actions: Roles in Decentralized Robot Teams CORL 2019
Robust Multi-Agent Reinforcement Learning via Minimax Deep Deterministic Policy Gradient AAAI 2019
Efficient Communication in Multi-Agent Reinforcement Learning via Variance Based Control NIPS 2019
Successor Features Based Multi-Agent RL for Event-Based Decentralized MDPs AAAI 2019
VidyutVanika: A Reinforcement Learning Based Broker Agent for a Power Trading Competition AAAI 2019
How to Build User Simulators to Train RL-based Dialog Systems EMNLP 2019
Multi-Agent Reinforcement Learning with Multi-Step Generative Models CORL 2019
Adaptive Optimization Framework for Control of Multi-Agent Systems AAAI 2019
MAVEN: Multi-Agent Variational Exploration NIPS 2019
Biases for Emergent Communication in Multi-agent Reinforcement Learning NIPS 2019
Negotiable Reinforcement Learning for Pareto Optimal Sequential Decision-Making NIPS 2018
Modeling Others using Oneself in Multi-Agent Reinforcement Learning ICML 2018
QMIX: Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning ICML 2018
Competitive Multi-agent Inverse Reinforcement Learning with Sub-optimal Demonstrations ICML 2018
Autonomously Reusing Knowledge in Multiagent Reinforcement Learning IJCAI 2018
Mean Field Multi-Agent Reinforcement Learning ICML 2018
Impression Allocation for Combating Fraud in E-commerce Via Deep Reinforcement Learning with Action Norm Penalty IJCAI 2018
Learning to Coordinate with Coordination Graphs in Repeated Single-Stage Multi-Agent Decision Problems ICML 2018
Coordinated Exploration in Concurrent Reinforcement Learning ICML 2018
Thread Popularity Prediction and Tracking with a Permutation-invariant Model EMNLP 2018
BanditSum: Extractive Summarization as a Contextual Bandit EMNLP 2018
Emergent Behaviors in Mixed-Autonomy Traffic CORL 2017
ParlAI: A Dialog Research Software Platform EMNLP 2017