Neuroevolution is a Competitive Alternative to Reinforcement Learning for Skill Discovery.
Félix ChalumeauRaphaël BoigeBryan LimValentin MacéMaxime AllardArthur FlajoletAntoine CullyThomas PierrotPublished in: ICLR (2023)
Keyphrases
- reinforcement learning
- function approximation
- function approximators
- knowledge discovery
- data mining
- reinforcement learning algorithms
- machine learning
- learning algorithm
- learning process
- artificial neural networks
- markov decision processes
- artificial intelligence
- genetic algorithm
- real world
- data sets
- reinforcement learning methods
- scientific discovery
- database
- skills needed
- transfer learning
- optimal policy
- state space
- mobile robot
- data analysis
- real time