← Methods
Reinforcement Learning › Methods ›

Multi-Agent Systems

948 directly classified papers

Papers per year

Papers

QMIX: Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning ICML 2018
Modeling Others using Oneself in Multi-Agent Reinforcement Learning ICML 2018
An Efficient, Generalized Bellman Update For Cooperative Inverse Reinforcement Learning ICML 2018
Learning Policy Representations in Multiagent Systems ICML 2018
Fully Decentralized Multi-Agent Reinforcement Learning with Networked Agents ICML 2018
Learning to Act in Decentralized Partially Observable MDPs ICML 2018
Autonomously Reusing Knowledge in Multiagent Reinforcement Learning IJCAI 2018
Scalable Initial State Interdiction for Factored MDPs IJCAI 2018
Learning to Design Games: Strategic Environments in Reinforcement Learning IJCAI 2018
Socially Motivated Partial Cooperation in Multi-agent Local Search IJCAI 2018
Recurrent Deep Multiagent Q-Learning for Autonomous Brokers in Smart Grid IJCAI 2018
Keeping in Touch with Collaborative UAVs: A Deep Reinforcement Learning Approach IJCAI 2018
Improving Multi-Robot Behavior Using Learning-Based Receding Horizon Task Allocation RSS 2018
Actor-Critic Policy Optimization in Partially Observable Multiagent Environments NIPS 2018
Credit Assignment For Collective Multiagent RL With Global Rewards NIPS 2018
Fully Decentralized Policies for Multi-Agent Systems: An Information Theoretic Approach NIPS 2017
Emergence of Language with Multi-agent Games: Learning to Communicate with Sequences of Symbols NIPS 2017
Dynamic Safe Interruptibility for Decentralized Multi-Agent Reinforcement Learning NIPS 2017
Deep Decentralized Multi-task Multi-Agent Reinforcement Learning under Partial Observability ICML 2017
Zero-Shot Task Generalization with Multi-Task Deep Reinforcement Learning ICML 2017
The MADP Toolbox: An Open Source Library for Planning and Learning in (Multi-)Agent Systems JMLR 2017
Multi-Agent Planning with Baseline Regret Minimization IJCAI 2017
COG-DICE: An Algorithm for Solving Continuous-Observation Dec-POMDPs IJCAI 2017
Achieving Coordination in Multi-Agent Systems by Stable Local Conventions under Community Networks IJCAI 2017
Transfer Learning in Multi-Armed Bandits: A Causal Approach IJCAI 2017