Bayesian Exploration in Deep Reinforcement Learning.
Ludvig KillingbergHelge LangsethPublished in: NAIS (2023)
Keyphrases
- reinforcement learning
- exploration exploitation
- active exploration
- exploration strategy
- belief nets
- action selection
- function approximation
- model based reinforcement learning
- markov decision processes
- machine learning
- reinforcement learning algorithms
- bayesian networks
- bayesian learning
- autonomous learning
- data driven
- optimal policy
- active learning
- deep learning
- maximum likelihood
- exploration exploitation tradeoff
- learning algorithm
- learning process
- bandit problems
- multi agent reinforcement learning
- dynamic programming
- state space
- model free
- optimal control
- reinforcement learning methods
- bayesian analysis
- partially observable
- policy search
- decision theory
- learning classifier systems
- robotic control
- neural network