Fei Liu
@feiliu-nlp.bsky.social
Associate professor @EmoryUniversity. Working on large language models, LLM inference, reasoning, natural language generation, and various aspects of GenAI. #NLProc #LLM #AI
That makes it difficult to compare systems across domains, or figure out which one's best for a new planning problem.
That's where our paper comes in: We offer a comprehensive overview of LLM planning agents, highlighting gaps, challenges, and what's next.
Check it out 👉 arxiv.org/abs/2502.11221
That's where our paper comes in: We offer a comprehensive overview of LLM planning agents, highlighting gaps, challenges, and what's next.
Check it out 👉 arxiv.org/abs/2502.11221
PlanGenLLMs: A Modern Survey of LLM Planning Capabilities
LLMs have immense potential for generating plans, transforming an initial world state into a desired goal state. A large body of research has explored the use of LLMs for various planning tasks, from ...
arxiv.org
July 30, 2025 at 4:42 PM
That makes it difficult to compare systems across domains, or figure out which one's best for a new planning problem.
That's where our paper comes in: We offer a comprehensive overview of LLM planning agents, highlighting gaps, challenges, and what's next.
Check it out 👉 arxiv.org/abs/2502.11221
That's where our paper comes in: We offer a comprehensive overview of LLM planning agents, highlighting gaps, challenges, and what's next.
Check it out 👉 arxiv.org/abs/2502.11221
🧠 Planning is a core aspect of both human and artificial intelligence.
LLMs/agents have been used in various planning tasks, from navigating websites and planning trips to querying databases, but most benchmarks are narrow and task-specific.
LLMs/agents have been used in various planning tasks, from navigating websites and planning trips to querying databases, but most benchmarks are narrow and task-specific.
July 30, 2025 at 4:42 PM
🧠 Planning is a core aspect of both human and artificial intelligence.
LLMs/agents have been used in various planning tasks, from navigating websites and planning trips to querying databases, but most benchmarks are narrow and task-specific.
LLMs/agents have been used in various planning tasks, from navigating websites and planning trips to querying databases, but most benchmarks are narrow and task-specific.