Generalized Reinforcement Learning: Experience Particles, Action Operator, Reinforcement Field, Memory Association, and Decision Concepts.
Po-Hsiang ChiuManfred HuberPublished in: CoRR (2022)
Keyphrases
- reinforcement learning
- action selection
- reward shaping
- action space
- fitted q iteration
- decision making
- state space
- state action
- function approximation
- markov decision processes
- learning algorithm
- reinforcement learning algorithms
- continuous state
- decision makers
- memory usage
- action descriptions
- multi agent
- transition model
- optimal control
- decision rules
- human actions
- agent receives
- reward signal
- optimal policy
- sensory inputs
- function approximators
- markov decision process
- associative memory
- reward function
- learning process
- decision theory