Exploration in Structured Reinforcement Learning.
Jungseul OkAlexandre ProutièreDamianos TranosPublished in: NeurIPS (2018)
Keyphrases
- reinforcement learning
- active exploration
- action selection
- exploration strategy
- exploration exploitation
- model based reinforcement learning
- autonomous learning
- machine learning
- function approximation
- exploration exploitation tradeoff
- model free
- state space
- structured data
- transfer learning
- markov decision processes
- multi agent
- interactive exploration
- multi agent reinforcement learning
- balancing exploration and exploitation
- learning tasks
- unknown environments
- reinforcement learning methods
- learning agents
- reward function
- real time
- optimal policy
- case study
- website
- learning algorithm
- real world
- neural network
- databases
- data sets