lilGym: Natural Language Visual Reasoning with Reinforcement Learning.
Anne WuKianté BrantleyNoriyuki KojimaYoav ArtziPublished in: ACL (1) (2023)
Keyphrases
- neural network
- reinforcement learning
- natural language
- knowledge representation
- function approximation
- knowledge base
- reasoning tasks
- visual features
- visual information
- natural language interface
- language processing
- automated reasoning
- state space
- machine learning
- information extraction
- natural language processing
- learning process
- learning algorithm
- visual perception
- action selection
- robotic control
- semantic analysis
- question answering
- dynamic programming
- artificial intelligence
- model free
- markov decision processes
- qualitative reasoning
- logic programming
- reasoning systems
- semantic interpretation
- high level
- logical formulas