Can language agents be alternatives to PPO? A Preliminary Empirical Study On OpenAI Gym.
Junjie ShengZixiao HuangChuyun ShenWenhao LiYun HuaBo JinHongyuan ZhaXiangfeng WangPublished in: CoRR (2023)
Keyphrases
- empirical studies
- robotic agents
- oriented programming
- dynamic logic
- multi agent systems
- multi agent
- multiagent systems
- empirical analysis
- real world data sets
- agent programming
- cooperative
- agent communication
- uci datasets
- intelligent agents
- language learning
- autonomous agents
- agent architecture
- multiple agents
- programming language
- natural language
- software agents
- artificial agents
- decision making
- agent systems
- agent oriented programming language
- decision theoretic
- game theoretic
- experimental design
- agent technology
- resource allocation
- mobile agents
- computer programs
- multiple criteria
- alternative approaches
- target language
- speech acts
- coalition formation
- semi supervised learning
- decision makers