A Boolean Task Algebra for Reinforcement Learning.
Geraud Nangue TasseSteven D. JamesBenjamin RosmanPublished in: CoRR (2020)
Keyphrases
- reinforcement learning
- function approximation
- real valued
- boolean functions
- state space
- reinforcement learning algorithms
- model free
- query language
- algebraic expressions
- markov decision processes
- optimal policy
- learning algorithm
- multi agent
- neural network
- stochastic approximation
- real numbers
- function approximators
- partially observable
- temporal difference
- relational algebra
- learning process
- data model
- transfer learning
- dynamic programming
- supervised learning
- search space
- evaluation function
- machine learning
- temporal difference learning
- reinforcement learning methods
- least squares
- autonomous learning
- boolean algebra
- mobile robot