Scalable Coordinated Exploration in Concurrent Reinforcement Learning.
Maria DimakopoulouIan OsbandBenjamin Van RoyPublished in: CoRR (2018)
Keyphrases
- reinforcement learning
- active exploration
- exploration strategy
- action selection
- multi agent
- model based reinforcement learning
- hierarchical reinforcement learning
- exploration exploitation
- function approximation
- state space
- autonomous learning
- exploration exploitation tradeoff
- cooperative
- optimal policy
- reinforcement learning algorithms
- markov decision processes
- highly scalable
- transfer learning
- robotic control
- learning process
- mutual exclusion
- multi agent reinforcement learning
- policy search