Comprehensive LLM Agent Research Collection
Section: Applications · (2023) UIST
Entry
Appears in 5 awesome lists
a paper that presents computational software agents that simulate believable human behavior
Section: Applications · (2023) UIST
Section: Links
Section: Key Papers · Stanford simulacra of human behavior
Section: NLP
Section: Autonomous LLM Agents · a paper that presents computational software agents that simulate believable human behavior
The foundational paper defining the Thought/Action/Observation loop structure that underlies virtually every agent harness. Required reading for understanding why the loop is structured the way it is and where each harness component maps onto the reasoning-acting cycle.
Solving AI Tasks with ChatGPT and its Friends in HuggingFace
search over reasoning trees.
Open-ended embodied agent in Minecraft
LLM agents for chemistry research with tool integration
and Reflexion - self-correction at inference time.
(2024) SIGIR
(2025.03) - Scientific AI agent systems