Valmeekam, Karthik

LLMs Can't Plan, But Can Help Planning in LLM-Modulo Frameworks

Kambhampati, S., Valmeekam, K., Guan, L., Verma, M., Stechly, K., Bhambri, S., Saldyt, L., & Murthy, A. (2024) · arXiv

AI-based Problem Solving and PlanningLogic, Reasoning, and Knowledge

Cited by 237

On the Self-Verification Limitations of Large Language Models on Reasoning and Planning Tasks

Stechly, K., Valmeekam, K., & Kambhampati, S. (2024) · arXiv

Topic ModelingAI-based Problem Solving and Planning

Cited by 120

LLMs Still Can't Plan; Can LRMs? A Preliminary Evaluation of OpenAI's o1 on PlanBench

Valmeekam, K., Stechly, K., & Kambhampati, S. (2024) · arXiv

AI-based Problem Solving and PlanningTopic Modeling

Cited by 107

Can Large Language Models Really Improve by Self-critiquing Their Own Plans?

Valmeekam, K., Marquez, M., & Kambhampati, S. (2023) · arXiv

AI-based Problem Solving and PlanningNatural Language Processing Techniques

Cited by 90

PlanBench: An Extensible Benchmark for Evaluating Large Language Models on Planning and Reasoning about Change

Valmeekam, K., Marquez, M., Olmo, A., Sreedharan, S., & Kambhampati, S. (2023) · Advances in Neural Information Processing Systems 36

AI-based Problem Solving and PlanningTopic Modeling

Cited by 70

PlanBench: An Extensible Benchmark for Evaluating Large Language Models on Planning and Reasoning about Change

Valmeekam, K., Marquez, M., Olmo, A., Sreedharan, S., & Kambhampati, S. (2022) · arXiv

AI-based Problem Solving and PlanningTopic Modeling

Cited by 70

Leveraging Pre-trained Large Language Models to Construct and Utilize World Models for Model-based Task Planning

Guan, L., Valmeekam, K., Sreedharan, S., & Kambhampati, S. (2023) · arXiv

AI-based Problem Solving and PlanningReinforcement Learning in Robotics

Cited by 64

Chain of Thoughtlessness? An Analysis of CoT in Planning

Stechly, K., Valmeekam, K., & Kambhampati, S. (2024) · arXiv

AI-based Problem Solving and PlanningDecision-Making and Behavioral Economics

Cited by 16

Chain of Thoughtlessness? An Analysis of CoT in Planning

Stechly, K., Valmeekam, K., & Kambhampati, S. (2024) · Advances in Neural Information Processing Systems 37

AI-based Problem Solving and PlanningDecision-Making and Behavioral Economics

Cited by 16

Robust Planning with LLM-Modulo Framework: Case Study in Travel Planning

Gundawar, A., Verma, M., Guan, L., Valmeekam, K., Bhambri, S., & Kambhampati, S. (2024) · arXiv

Topic ModelingAI-based Problem Solving and Planning

Cited by 3