Real World Offline Reinforcement Learning with Realistic Data Source.
Gaoyue ZhouLiyiming KeSiddhartha S. SrinivasaAbhinav GuptaAravind RajeswaranVikash KumarPublished in: ICRA (2023)
Keyphrases
- search space
- real world
- reinforcement learning
- data sources
- state space
- wide range
- real life
- data sets
- real robot
- reinforcement learning algorithms
- function approximation
- case study
- robotic control
- synthetic data
- information sources
- supervised learning
- multi agent
- information systems
- data mining
- multi agent systems
- least squares
- website
- multimedia
- markov decision processes
- e learning
- multi source
- temporal difference
- multiple data sources
- databases