Language Guided Exploration for RL Agents in Text Environments.
Hitesh GolchhaSahil YerawarDhruvesh PatelSoham DanKeerthiram MurugesanPublished in: CoRR (2024)
Keyphrases
- guided exploration
- multi agent
- language generation
- multi agent systems
- learning agents
- reinforcement learning
- robotic agents
- english text
- dynamic logic
- multiagent systems
- dynamic environments
- autonomous agents
- multi agent environments
- computational linguistics
- exploratory learning
- intelligent agents
- complex environments
- action selection
- agent programming
- multiple agents
- single agent
- natural language
- open systems
- language learning
- computer simulation
- learning agent
- multiagent reinforcement learning
- reinforcement learning algorithms
- optimal policy