Reinforcement Learning with Exogenous States and Rewards.
George TrimponiasThomas G. DietterichPublished in: CoRR (2023)
Keyphrases
- reinforcement learning
- perceptual aliasing
- markov decision problems
- state abstraction
- function approximation
- markov decision processes
- state action
- reinforcement learning algorithms
- state space
- transition model
- model free
- learning algorithm
- temporal difference
- fully observable
- multi agent
- machine learning
- supervised learning
- reward shaping
- action selection
- reward function
- markov decision process
- function approximators
- hidden state
- dynamic programming
- transfer learning
- optimal policy
- partial knowledge
- goal state
- mobile robot
- learning process