Towards Interpretable Reinforcement Learning Using Attention Augmented Agents.
Alexander MottDaniel ZoranMike ChrzanowskiDaan WierstraDanilo Jimenez RezendePublished in: NeurIPS (2019)
Keyphrases
- reinforcement learning
- multi agent
- multi agent systems
- learning agents
- multi agent reinforcement learning
- action selection
- multiagent systems
- learning agent
- multiagent learning
- autonomous agents
- agent receives
- single agent
- multi agent environments
- intelligent agents
- cooperative
- reinforcement learning agents
- software agents
- function approximation
- mobile agents
- state space
- dynamic environments
- multiple agents
- interacting agents
- agent behavior
- robocup soccer
- artificial agents
- learning capabilities
- reinforcement learning algorithms
- game theoretic
- agent technology
- agent architecture
- learned knowledge
- stochastic games
- autonomous mental development
- model free
- learning process
- agent model
- complex environments
- trust model
- learning algorithm
- decision making
- mobile robot
- resource allocation
- transfer learning
- decentralized control
- optimal control
- agent systems
- partial observability
- learning classifier systems
- temporal difference
- complex domains