Journal of Machine Learning Research · 2019 · 120 citations · 0 references
ComputingAutonomous SystemsComputer ScienceArtificial IntelligenceDistributed SystemsSwarm RoboticsDistributed ControlMulti-agent SystemsPolicy LearningReinforcement LearningDecentralized Policy LearningDecentralized Swarm ControlDeep Reinforcement LearningMulti-agent Policy LearningMulti-agent Reinforcement LearningMulti-agent SimulationSwarm ControlSwarm Decision-making
Recently, deep reinforcement learning (RL) methods have been applied successfully to multi-agent scenarios. Typically, the observation vector for decentralized decision making is represented by a c...