LEAP: Learning Efficient Action Proposals For LLM Agents

Zhen Xu, Qizheng Zhang, Gerry Wan +2

LLM agents are known to be slow in rollouts. An agent completes a task one step at a time. At each step, it reasons and then chooses an action to execute. The next step and action…