Scalable Coordinated Exploration in Concurrent Reinforcement Learning.
Maria DimakopoulouIan OsbandBenjamin Van RoyPublished in: NeurIPS (2018)
Keyphrases
- reinforcement learning
- exploration strategy
- active exploration
- multi agent
- hierarchical reinforcement learning
- action selection
- model based reinforcement learning
- exploration exploitation
- exploration exploitation tradeoff
- function approximation
- autonomous learning
- markov decision processes
- highly scalable
- reinforcement learning algorithms
- state space
- cooperative
- learning algorithm
- temporal difference
- reinforcement learning methods
- web scale
- machine learning
- genetic algorithm
- information visualization
- multi agent reinforcement learning
- model free
- optimal control
- supervised learning
- mobile robot