Leveraging More of Biology in Evolutionary Reinforcement Learning.
Bruno GasperovMarko DurasevicDomagoj JakobovicPublished in: EvoApplications@EvoStar (2024)
Keyphrases
- reinforcement learning
- natural selection
- evolutionary computation
- function approximation
- protein structure prediction
- reinforcement learning algorithms
- temporal difference
- scientific fields
- evolutionary optimization
- computational biology
- molecular biology
- model free
- state space
- genetic algorithm
- machine learning
- moving target defense
- database
- real time
- learning problems
- data sets
- learning algorithm
- artificial intelligence
- learning process
- optimal policy
- phylogenetic trees
- robot control
- learning agent
- evolutionary algorithm
- genetic programming
- learning agents
- temporal difference learning
- reinforcement learning methods
- transition model
- markov decision processes
- optimal control