SENTINEL: taming uncertainty with ensemble based distributional reinforcement learning.
Hannes ErikssonDebabrota BasuMina AlibeigiChristos DimitrakakisPublished in: UAI (2022)
Keyphrases
- reinforcement learning
- partial observability
- learning algorithm
- function approximation
- ensemble learning
- ensemble methods
- state space
- machine learning
- reinforcement learning algorithms
- neural network
- markov decision processes
- inherent uncertainty
- model free
- co occurrence
- learning process
- multi agent
- belief functions
- reinforcement learning methods
- feature selection
- ensemble pruning
- transfer learning
- uncertain data
- supervised learning
- random forest
- dynamic programming
- genetic algorithm
- neural network ensemble