Towards model-free RL algorithms that scale well with unstructured data.
Joseph ModayilZaheer AbbasPublished in: CoRR (2023)
Keyphrases
- model free
- unstructured data
- rl algorithms
- structured data
- reinforcement learning
- big data
- textual data
- semi structured
- function approximation
- reinforcement learning algorithms
- relational databases
- information management
- temporal difference
- raw data
- data sources
- policy iteration
- data warehouse
- information extraction
- xml documents
- optimal control
- learning problems
- average reward
- decision trees