Karthik Valmeekam
7 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
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Hot Topic Early Bird
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The Questioner
Venues
Top co-authors
Research topics
Keywords
large language model
(5)
automated planning
(2)
preference learning
(1)
in-context learning
(1)
prompt engineering
(1)
reward learning
(1)
human feedback
(1)
algorithmic reasoning
(1)
world model
(1)
agent behavior
(1)
task planning
(1)
reasoning evaluation
(1)
iterative prompting
(1)
neuro-symbolic approach
(1)
chain of thought
(1)
reasoning generalization
(1)
bidirectional interaction
(1)
planning benchmark
(1)
autonomous planning
(1)
action reasoning
(1)
Papers
On the self-verification limitations of large language models on reasoning and planning tasks
ICLR 2025
Chain of Thoughtlessness? An Analysis of CoT in Planning
NeurIPS 2024
Position: LLMs Can’t Plan, But Can Help Planning in LLM-Modulo Frameworks
ICML 2024
Leveraging Pre-trained Large Language Models to Construct and Utilize World Models for Model-based Task Planning
NeurIPS 2023
On the Planning Abilities of Large Language Models - A Critical Investigation
NeurIPS 2023
PlanBench: An Extensible Benchmark for Evaluating Large Language Models on Planning and Reasoning about Change
NeurIPS 2023
Relative Behavioral Attributes: Filling the Gap between Symbolic Goal Specification and Reward Learning from Human Preferences
ICLR 2023