Sreedharan, Sarath

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

Hierarchical Expertise Level Modeling for User Specific Contrastive Explanations

Sreedharan, S., Srivastava, S., & Kambhampati, S. (2018) · Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence

Explainable Artificial Intelligence (XAI)AI-based Problem Solving and Planning

Cited by 50

GPT3-to-plan: Extracting plans from text using GPT-3

Olmo, A., Sreedharan, S., & Kambhampati, S. (2021) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 27

Leveraging Approximate Symbolic Models for Reinforcement Learning via Skill Diversity

Guan, L., Sreedharan, S., & Kambhampati, S. (2022) · arXiv

Reinforcement Learning in RoboticsAI-based Problem Solving and Planning

Cited by 6