Executable Code Actions Elicit Better LLM Agents.
Xingyao WangYangyi ChenLifan YuanYizhe ZhangYunzhu LiHao PengHeng JiPublished in: CoRR (2024)
Keyphrases
- multiple agents
- agent behavior
- multi agent
- decision theoretic
- action selection
- multi agent systems
- interacting agents
- multiagent reinforcement learning
- multiagent systems
- cognitive agents
- autonomous agents
- explicitly represent
- single agent
- source code
- cooperative multiagent systems
- agent receives
- cooperative
- software agents
- artificial agents
- intelligent behavior
- incomplete knowledge
- dynamic environments
- intelligent agents
- joint action
- game theoretic
- agent systems
- state transitions
- partial observability
- partial plans
- reasoning process
- control flow
- mobile agents
- partial knowledge
- reward function
- decision process
- agent architecture
- agent based simulation
- rational agents
- plan execution
- decision making
- agent technology
- incomplete information
- bdi model
- decision problems
- reinforcement learning