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Multi-Agent Systems

948 directly classified papers

Papers per year

Papers

Bayesian Action Decoder for Deep Multi-Agent Reinforcement Learning ICML 2019
TarMAC: Targeted Multi-Agent Communication ICML 2019
Open-ended learning in symmetric zero-sum games ICML 2019
Gossip-based Actor-Learner Architectures for Deep Reinforcement Learning NIPS 2019
Non-Cooperative Inverse Reinforcement Learning NIPS 2019
Exploring Diverse Expressions for Paraphrase Generation IJCNLP 2019
Collaborative Policy Learning for Open Knowledge Graph Reasoning IJCNLP 2019
How to Build User Simulators to Train RL-based Dialog Systems IJCNLP 2019
IPOMDP-Net: A Deep Neural Network for Partially Observable Multi-Agent Planning Using Interactive POMDPs AAAI 2019
Multiagent Decision Making For Maritime Traffic Management AAAI 2019
Composable Modular Reinforcement Learning AAAI 2019
Large-Scale Home Energy Management Using Entropy-Based Collective Multiagent Deep Reinforcement Learning Framework IJCAI 2019
Learning Deep Decentralized Policy Network by Collective Rewards for Real-Time Combat Game IJCAI 2019
Successor Options: An Option Discovery Framework for Reinforcement Learning IJCAI 2019
Deep Multi-Agent Reinforcement Learning with Discrete-Continuous Hybrid Action Spaces IJCAI 2019
Collaborative Policy Learning for Open Knowledge Graph Reasoning EMNLP 2019
Learning to request guidance in emergent language EMNLP 2019
PIC: Permutation Invariant Critic for Multi-Agent Deep Reinforcement Learning CORL 2019
Learning from My Partner’s Actions: Roles in Decentralized Robot Teams CORL 2019
Multi-Agent Reinforcement Learning with Multi-Step Generative Models CORL 2019
Macro-Action-Based Deep Multi-Agent Reinforcement Learning CORL 2019
MAVEN: Multi-Agent Variational Exploration NIPS 2019
Improving Generative Visual Dialog by Answering Diverse Questions EMNLP 2019
Sequence Labeling Parsing by Learning across Representations ACL 2019
Microsoft Icecaps: An Open-Source Toolkit for Conversation Modeling ACL 2019