DEFT: Diverse Ensembles for Fast Transfer in Reinforcement Learning.
Simeon AdebolaSatvik SharmaKaushik ShivakumarPublished in: CoRR (2022)
Keyphrases
- reinforcement learning
- transfer learning
- state space
- function approximation
- reinforcement learning algorithms
- knowledge transfer
- ensemble methods
- machine learning
- decision trees
- neural network ensemble
- optimal policy
- wide variety
- temporal difference learning
- real world
- dynamic programming
- learning process
- multi agent
- learning algorithm
- action selection
- data sets
- autonomous learning
- previously learned
- robotic control
- classifier ensemble
- temporal difference
- model free
- case study
- neural network