Sreedharan, Sarath

26 publications

IJCAI 2025 A Survey on Model Repair in AI Planning Pascal Bercher, Sarath Sreedharan, Mauro Vallati

IJCAI 2025 Explain It as Simple as Possible, but No Simpler - Explanation via Model Simplification for Addressing Inferential Gap (Abstract Reprint) Sarath Sreedharan, Siddharth Srivastava, Subbarao Kambhampati

AAAI 2024 A Wireframe-Based Approach for Classifying and Acquiring Proficiency in the American Sign Language (Student Abstract) Dylan Pallickara, Sarath Sreedharan

AAAI 2024 Can LLMs Fix Issues with Reasoning Models? Towards More Likely Models for AI Planning Turgay Caglar, Sirine Belhaj, Tathagata Chakraborti, Michael Katz, Sarath Sreedharan

NeurIPS 2024 Expectation Alignment: Handling Reward Misspecification in the Presence of Expectation Mismatch Malek Mechergui, Sarath Sreedharan

AAAI 2024 Goal Alignment: Re-Analyzing Value Alignment Problems Using Human-Aware AI Malek Mechergui, Sarath Sreedharan

AAAI 2023 Human-Aware AI - A Foundational Framework for Human-AI Interaction Sarath Sreedharan

NeurIPS 2023 Leveraging Pre-Trained Large Language Models to Construct and Utilize World Models for Model-Based Task Planning Lin Guan, Karthik Valmeekam, Sarath Sreedharan, Subbarao Kambhampati

NeurIPS 2023 On the Planning Abilities of Large Language Models - A Critical Investigation Karthik Valmeekam, Matthew Marquez, Sarath Sreedharan, Subbarao Kambhampati

NeurIPS 2023 Optimistic Exploration in Reinforcement Learning Using Symbolic Model Estimates Sarath Sreedharan, Michael Katz

NeurIPS 2023 PlanBench: An Extensible Benchmark for Evaluating Large Language Models on Planning and Reasoning About Change Karthik Valmeekam, Matthew Marquez, Alberto Olmo, Sarath Sreedharan, Subbarao Kambhampati

NeurIPSW 2023 Towards More Likely Models for AI Planning Turgay Caglar, Sirine Belhaj, Tathagata Chakraborti, Michael Katz, Sarath Sreedharan

ICLR 2022 Bridging the Gap: Providing Post-Hoc Symbolic Explanations for Sequential Decision-Making Problems with Inscrutable Representations Sarath Sreedharan, Utkarsh Soni, Mudit Verma, Siddharth Srivastava, Subbarao Kambhampati

NeurIPSW 2022 Large Language Models Still Can't Plan (a Benchmark for LLMs on Planning and Reasoning About Change) Karthik Valmeekam, Alberto Olmo, Sarath Sreedharan, Subbarao Kambhampati

ICML 2022 Leveraging Approximate Symbolic Models for Reinforcement Learning via Skill Diversity Lin Guan, Sarath Sreedharan, Subbarao Kambhampati

IJCAI 2022 On the Computational Complexity of Model Reconciliations Sarath Sreedharan, Pascal Bercher, Subbarao Kambhampati

AAAI 2022 Symbols as a Lingua Franca for Bridging Human-AI Chasm for Explainable and Advisable AI Systems Subbarao Kambhampati, Sarath Sreedharan, Mudit Verma, Yantian Zha, Lin Guan

IJCAI 2021 A Unifying Bayesian Formulation of Measures of Interpretability in Human-AI Interaction Sarath Sreedharan, Anagha Kulkarni, David E. Smith, Subbarao Kambhampati

AAAI 2021 RADAR-X: An Interactive Interface Pairing Contrastive Explanations with Revised Plan Suggestions Karthik Valmeekam, Sarath Sreedharan, Sailik Sengupta, Subbarao Kambhampati

AAAI 2020 Hierarchical Expertise-Level Modeling for User Specific Robot-Behavior Explanations Sarath Sreedharan, Tathagata Chakraborti, Christian Muise, Subbarao Kambhampati

IJCAI 2020 The Emerging Landscape of Explainable Automated Planning & Decision Making Tathagata Chakraborti, Sarath Sreedharan, Subbarao Kambhampati

IJCAI 2019 Balancing Explicability and Explanations in Human-Aware Planning Tathagata Chakraborti, Sarath Sreedharan, Subbarao Kambhampati

IJCAI 2019 Model-Free Model Reconciliation Sarath Sreedharan, Alberto Olmo Hernandez, Aditya Prasad Mishra, Subbarao Kambhampati

IJCAI 2019 Why Can't You Do That HAL? Explaining Unsolvability of Planning Tasks Sarath Sreedharan, Siddharth Srivastava, David E. Smith, Subbarao Kambhampati

IJCAI 2018 Hierarchical Expertise Level Modeling for User Specific Contrastive Explanations Sarath Sreedharan, Siddharth Srivastava, Subbarao Kambhampati

IJCAI 2017 Plan Explanations as Model Reconciliation: Moving Beyond Explanation as Soliloquy Tathagata Chakraborti, Sarath Sreedharan, Yu Zhang, Subbarao Kambhampati