Kaya Stechly

14 papers A* 3Journal 11
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
2023 J jnl
GPT-4 Doesn't Know It's Wrong: An Analysis of Iterative Prompting for Reasoning Problems.
CoRR
Kaya Stechly, Matthew Marquez, Subbarao Kambhampati