EXPLORER: Exploration-guided Reasoning for Textual Reinforcement Learning.
Kinjal BasuKeerthiram MurugesanSubhajit ChaudhuryMurray CampbellKartik TalamadupulaTim KlingerPublished in: EACL (1) (2024)
Keyphrases
- reinforcement learning
- active exploration
- action selection
- exploration strategy
- autonomous learning
- exploration exploitation
- model based reinforcement learning
- multimedia
- reasoning systems
- multi agent
- knowledge representation
- function approximation
- machine learning
- model free
- evidential reasoning
- reasoning process
- automated reasoning
- exploration exploitation tradeoff
- spatial reasoning
- model based diagnosis
- textual data
- reasoning tasks
- textual information
- model based reasoning
- state space
- learning process
- learning algorithm
- temporal difference
- markov decision processes
- optimal policy
- dynamic programming
- metadata