Towards Data-Driven Offline Simulations for Online Reinforcement Learning.
Shengpu TangFelipe Vieira FrujeriDipendra MisraAlex LambJohn LangfordPaul MineiroSebastian KochmanPublished in: CoRR (2022)
Keyphrases
- data driven
- reinforcement learning
- real time
- online learning
- learning algorithm
- learning process
- evolutionary algorithm
- model free
- function approximation
- learning problems
- balancing exploration and exploitation
- multi agent reinforcement learning
- batch mode
- reinforcement learning algorithms
- numerical simulations
- optimal policy
- state space
- control system
- case study
- website
- data mining