Fitness Landscape Features and Reward Shaping in Reinforcement Learning Policy Spaces.
Nathaniel du Preez-WilkinsonMarcus GallagherPublished in: PPSN (2) (2020)
Keyphrases
- reinforcement learning
- reward shaping
- fitness landscape
- optimal policy
- evolutionary algorithm
- reinforcement learning algorithms
- evolutionary computation
- policy search
- complex domains
- neural network
- function approximation
- state space
- partially observable
- learning process
- markov decision process
- search algorithm
- artificial intelligence
- learning algorithm