A Boolean Task Algebra for Reinforcement Learning.
Geraud Nangue TasseSteven D. JamesBenjamin RosmanPublished in: NeurIPS (2020)
Keyphrases
- reinforcement learning
- function approximation
- real valued
- boolean queries
- relational algebra
- boolean functions
- markov decision processes
- query language
- algebraic expressions
- temporal difference
- optimal policy
- supervised learning
- data model
- state space
- database
- reinforcement learning algorithms
- optimal control
- multi agent
- learning algorithm
- model free
- machine learning
- multi valued
- data mining
- robotic control
- case study
- database systems
- partially observable
- robot control
- markov decision process
- temporal difference learning
- multi agent reinforcement learning
- transfer learning