Model-based Lifelong Reinforcement Learning with Bayesian Exploration.
Haotian FuShangqun YuMichael L. LittmanGeorge Dimitri KonidarisPublished in: CoRR (2022)
Keyphrases
- reinforcement learning
- model free
- exploration exploitation
- active exploration
- exploration strategy
- action selection
- data driven
- function approximation
- autonomous learning
- exploration exploitation tradeoff
- model based reinforcement learning
- gaussian processes
- bayesian decision
- maximum likelihood
- reinforcement learning methods
- bayesian learning
- st century
- markov decision processes
- reinforcement learning algorithms
- multi agent
- learning process
- learning algorithm
- optimal control
- lifelong learning
- optimal policy
- technology enhanced learning
- interval estimation
- markov decision process
- machine learning
- state space
- transition model
- posterior probability
- bayesian inference