Perception-Prediction-Reaction Agents for Deep Reinforcement Learning.
Adam StookeValentin DalibardSiddhant M. JayakumarWojciech M. CzarneckiMax JaderbergPublished in: CoRR (2020)
Keyphrases
- reinforcement learning
- multi agent
- learning agents
- multi agent environments
- prediction accuracy
- multi agent systems
- multiple agents
- multiagent systems
- action selection
- autonomous agents
- multi agent reinforcement learning
- mobile agents
- prediction model
- agent receives
- embodied agents
- learning agent
- software agents
- intelligent agents
- cooperative
- function approximation
- reinforcement learning agents
- agent model
- partial observability
- reinforcement learning algorithms
- learning capabilities
- agent systems
- agent architecture
- single agent
- markov decision processes
- active exploration
- decision making
- state space
- dynamic environments
- prediction error
- prediction algorithm
- artificial agents
- agent behavior
- evolutionary learning
- visual perception
- learning algorithm
- multiagent reinforcement learning
- coalition formation
- robocup soccer
- neural network
- virtual agents
- learned knowledge
- machine learning