NLPGym - A toolkit for evaluating RL agents on Natural Language Processing Tasks.
Rajkumar RamamurthyRafet SifaChristian BauckhagePublished in: CoRR (2020)
Keyphrases
- natural language processing
- multi agent
- learning agents
- reinforcement learning
- multiagent systems
- action selection
- multi agent systems
- cooperative
- multi agent environments
- intelligent agents
- natural language
- reinforcement learning agents
- multiagent reinforcement learning
- information extraction
- text mining
- machine learning
- transfer learning
- autonomous agents
- mobile agents
- decision making
- complex domains
- single agent
- computational biology
- multiple agents
- human users
- word sense disambiguation
- past experience
- feature engineering
- tasks in natural language processing
- agent technology
- dynamic programming
- state space
- dynamic environments
- semantic relations
- software agents
- information retrieval
- co occurrence
- artificial agents
- resource allocation
- action space
- learning agent
- learning tasks
- text processing
- function approximation
- agent architecture
- game theoretic
- text summarization
- trust model