Karthik Valmeekam

28 papers A* 9Journal 19
YearRankTypeTitle / Venue / Authors
2025 J jnl
(How) Do reasoning models reason?
CoRR
Subbarao Kambhampati, Kaya Stechly, Karthik Valmeekam
2025 J jnl
A Systematic Evaluation of the Planning and Scheduling Abilities of the Reasoning Model o1.
Trans. Mach. Learn. Res.
Karthik Valmeekam, Kaya Stechly, Atharva Gundawar, Subbarao Kambhampati
2025 J jnl
Beyond Semantics: The Unreasonable Effectiveness of Reasonless Intermediate Tokens.
CoRR
Kaya Stechly, Karthik Valmeekam, Atharva Gundawar, Vardhan Palod, Subbarao Kambhampati
2025 A* conf
On the self-verification limitations of large language models on reasoning and planning tasks.
ICLR
Kaya Stechly, Karthik Valmeekam, Subbarao Kambhampati
2025 J jnl
Performative Thinking? The Brittle Correlation Between CoT Length and Problem Complexity.
CoRR
Vardhan Palod, Karthik Valmeekam, Kaya Stechly, Subbarao Kambhampati
2025 J jnl
RL in Name Only? Analyzing the Structural Assumptions in RL post-training for LLMs.
CoRR
Soumya Rani Samineni, Durgesh Kalwar, Karthik Valmeekam, Kaya Stechly, Subbarao Kambhampati
2024 J jnl
Chain of Thoughtlessness: An Analysis of CoT in Planning.
CoRR
Kaya Stechly, Karthik Valmeekam, Subbarao Kambhampati
2024 A* conf
Chain of Thoughtlessness? An Analysis of CoT in Planning.
NeurIPS
Kaya Stechly, Karthik Valmeekam, Subbarao Kambhampati
2024 J jnl
LLMs Can't Plan, But Can Help Planning in LLM-Modulo Frameworks.
CoRR
Subbarao Kambhampati, Karthik Valmeekam, Lin Guan, Kaya Stechly, Mudit Verma, Siddhant Bhambri, Lucas Saldyt, Anil Murthy
2024 J jnl
LLMs Still Can't Plan; Can LRMs? A Preliminary Evaluation of OpenAI's o1 on PlanBench.
CoRR
Karthik Valmeekam, Kaya Stechly, Subbarao Kambhampati
2024 J jnl
On the Self-Verification Limitations of Large Language Models on Reasoning and Planning Tasks.
CoRR
Kaya Stechly, Karthik Valmeekam, Subbarao Kambhampati
2024 J jnl
Planning in Strawberry Fields: Evaluating and Improving the Planning and Scheduling Capabilities of LRM o1.
CoRR
Karthik Valmeekam, Kaya Stechly, Atharva Gundawar, Subbarao Kambhampati
2024 A* conf
Position: LLMs Can't Plan, But Can Help Planning in LLM-Modulo Frameworks.
ICML
Subbarao Kambhampati, Karthik Valmeekam, Lin Guan, Mudit Verma, Kaya Stechly, Siddhant Bhambri, Lucas Saldyt, Anil Murthy
2024 J jnl
Robust Planning with Compound LLM Architectures: An LLM-Modulo Approach.
CoRR
Atharva Gundawar, Karthik Valmeekam, Mudit Verma, Subbarao Kambhampati
2024 J jnl
Robust Planning with LLM-Modulo Framework: Case Study in Travel Planning.
CoRR
Atharva Gundawar, Mudit Verma, Lin Guan, Karthik Valmeekam, Siddhant Bhambri, Subbarao Kambhampati
2023 J jnl
Can Large Language Models Really Improve by Self-critiquing Their Own Plans?
CoRR
Karthik Valmeekam, Matthew Marquez, Subbarao Kambhampati
2023 A* conf
Leveraging Pre-trained Large Language Models to Construct and Utilize World Models for Model-based Task Planning.
NeurIPS
Lin Guan, Karthik Valmeekam, Sarath Sreedharan, Subbarao Kambhampati
2023 J jnl
Leveraging Pre-trained Large Language Models to Construct and Utilize World Models for Model-based Task Planning.
CoRR
Lin Guan, Karthik Valmeekam, Sarath Sreedharan, Subbarao Kambhampati
2023 J jnl
On the Planning Abilities of Large Language Models (A Critical Investigation with a Proposed Benchmark).
CoRR
Karthik Valmeekam, Sarath Sreedharan, Matthew Marquez, Alberto Olmo Hernandez, Subbarao Kambhampati
2023 A* conf
On the Planning Abilities of Large Language Models - A Critical Investigation.
NeurIPS
Karthik Valmeekam, Matthew Marquez, Sarath Sreedharan, Subbarao Kambhampati
2023 J jnl
On the Planning Abilities of Large Language Models - A Critical Investigation.
CoRR
Karthik Valmeekam, Matthew Marquez, Sarath Sreedharan, Subbarao Kambhampati
2023 A* conf
PlanBench: An Extensible Benchmark for Evaluating Large Language Models on Planning and Reasoning about Change.
NeurIPS
Karthik Valmeekam, Matthew Marquez, Alberto Olmo Hernandez, Sarath Sreedharan, Subbarao Kambhampati
2023 A* conf
Relative Behavioral Attributes: Filling the Gap between Symbolic Goal Specification and Reward Learning from Human Preferences.
ICLR
Lin Guan, Karthik Valmeekam, Subbarao Kambhampati
2022 J jnl
Large Language Models Still Can't Plan (A Benchmark for LLMs on Planning and Reasoning about Change).
CoRR
Karthik Valmeekam, Alberto Olmo Hernandez, Sarath Sreedharan, Subbarao Kambhampati
2022 A* conf
RADAR-X: An Interactive Mixed Initiative Planning Interface Pairing Contrastive Explanations and Revised Plan Suggestions.
ICAPS
Karthik Valmeekam, Sarath Sreedharan, Sailik Sengupta, Subbarao Kambhampati
2022 J jnl
Relative Behavioral Attributes: Filling the Gap between Symbolic Goal Specification and Reward Learning from Human Preferences.
CoRR
Lin Guan, Karthik Valmeekam, Subbarao Kambhampati
2021 A* conf
RADAR-X: An Interactive Interface Pairing Contrastive Explanations with Revised Plan Suggestions.
AAAI
Karthik Valmeekam, Sarath Sreedharan, Sailik Sengupta, Subbarao Kambhampati
2020 J jnl
RADAR-X: An Interactive Interface Pairing Contrastive Explanations with Revised Plan Suggestions.
CoRR
Karthik Valmeekam, Sarath Sreedharan, Sailik Sengupta, Subbarao Kambhampati