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Quick intro to myself. I am a CS PhD in LLM Agents @imperial-nlp.bsky.social with @marekrei.bsky.social. This is our latest work on LLM Agents: StateAct: arxiv.org/abs/2410.02810 (outperforming ReAct by ~10%). Feel free to reach out for collaboration.
Nov 20, 2024
Planning and acting to solve `real' tasks using large language models (LLMs) in interactive environments has become a new frontier for AI methods. While recent advances allowed LLMs to interact with o...
arxiv.org
StateAct: State Tracking and Reasoning for Acting and Planning with Large Language Models
Nikolai Rozanov