Real World Offline Reinforcement Learning with Realistic Data Source.
Gaoyue ZhouLiyiming KeSiddhartha S. SrinivasaAbhinav GuptaAravind RajeswaranVikash KumarPublished in: CoRR (2022)
Keyphrases
- real world
- reinforcement learning
- data sources
- synthetic data
- case study
- real life
- function approximation
- optimal policy
- data mining
- wide range
- real robot
- state space
- multi agent
- learning algorithm
- mobile robot
- information sources
- machine learning
- robotic control
- reinforcement learning algorithms
- action space
- action selection
- multiple data sources
- model free
- multi source
- transfer learning
- data warehouse
- data sets
- hidden markov models
- information systems
- social networks
- search engine