Federated Ensemble-Directed Offline Reinforcement Learning.
Desik RengarajanNitin RagothamanDileep KalathilSrinivas ShakkottaiPublished in: CoRR (2023)
Keyphrases
- reinforcement learning
- learning algorithm
- function approximation
- ensemble learning
- ensemble methods
- real time
- machine learning
- training set
- markov decision processes
- robotic control
- model free
- optimal policy
- data sources
- digital libraries
- neural network
- state space
- action selection
- federated databases
- multi agent reinforcement learning
- temporal difference learning
- classifier ensemble
- reinforcement learning algorithms
- temporal difference
- feature selection
- random forests
- base classifiers
- multi agent
- optimal control
- majority voting
- control policy
- random forest
- active learning
- policy search
- transfer learning