Meta reinforcement learning as task inference.
Jan HumplikAlexandre GalashovLeonard HasencleverPedro A. OrtegaYee Whye TehNicolas HeessPublished in: CoRR (2019)
Keyphrases
- reinforcement learning
- function approximation
- bayesian networks
- state space
- inference process
- meta level
- optimal policy
- inference engine
- probabilistic inference
- bayesian inference
- neural network
- meta reasoning
- inference mechanism
- markov decision process
- model free
- markov decision processes
- knowledge base
- random fields
- logic programs
- case study
- reinforcement learning algorithms
- machine learning
- data mining
- temporal difference learning
- data sets
- robotic control