Exploration in Structured Reinforcement Learning.
Jungseul OkAlexandre ProutièreDamianos TranosPublished in: CoRR (2018)
Keyphrases
- reinforcement learning
- active exploration
- exploration strategy
- action selection
- model based reinforcement learning
- exploration exploitation
- markov decision processes
- real world
- balancing exploration and exploitation
- function approximation
- exploration exploitation tradeoff
- structured data
- state space
- reinforcement learning algorithms
- structured learning
- decision making
- robotic control
- neural network
- database
- optimal policy
- learning problems
- dynamic programming
- multi agent
- learning algorithm
- data sets