Thought of Search: Planning with Language Models Through The Lens of Efficiency

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Katz, Michael, Kokel, Harsha, Srinivas, Kavitha, Sohrabi, Shirin
Natura:	Preprint
Pubblicazione:	2024
Soggetti:	Artificial Intelligence
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Planning in the LLM Era: Building for Reliability and Efficiency
di: Katz, Michael, et al.
Pubblicazione: (2026)

Automating Thought of Search: A Journey Towards Soundness and Completeness
di: Cao, Daniel, et al.
Pubblicazione: (2024)

ACPBench: Reasoning about Action, Change, and Planning
di: Kokel, Harsha, et al.
Pubblicazione: (2024)

ACPBench Hard: Unrestrained Reasoning about Action, Change, and Planning
di: Kokel, Harsha, et al.
Pubblicazione: (2025)

Learning and Reusing Policy Decompositions for Hierarchical Generalized Planning with LLM Agents
di: Sohrabi, Shirin, et al.
Pubblicazione: (2026)

Large Language Models as Planning Domain Generators
di: Oswald, James, et al.
Pubblicazione: (2024)

Model Space Reasoning as Search in Feedback Space for Planning Domain Generation
di: Oswald, James, et al.
Pubblicazione: (2026)

Make Planning Research Rigorous Again!
di: Katz, Michael, et al.
Pubblicazione: (2025)

QueryGym: Step-by-Step Interaction with Relational Databases
di: Ananthakrishnan, Haritha, et al.
Pubblicazione: (2025)

Seemingly Simple Planning Problems are Computationally Challenging: The Countdown Game
di: Katz, Michael, et al.
Pubblicazione: (2025)

Unifying and Certifying Top-Quality Planning
di: Katz, Michael, et al.
Pubblicazione: (2024)

Some Orders Are Important: Partially Preserving Orders in Top-Quality Planning
di: Katz, Michael, et al.
Pubblicazione: (2024)

Less is More: Learning Graph Tasks with Just LLMs
di: Shirai, Sola, et al.
Pubblicazione: (2025)

Combining Planning and Reinforcement Learning for Solving Relational Multiagent Domains
di: Prabhakar, Nikhilesh, et al.
Pubblicazione: (2025)

TabSketchFM: Sketch-based Tabular Representation Learning for Data Discovery over Data Lakes
di: Khatiwada, Aamod, et al.
Pubblicazione: (2024)

Can Cross Encoders Produce Useful Sentence Embeddings?
di: Ananthakrishnan, Haritha, et al.
Pubblicazione: (2025)

Evaluating Joinable Column Discovery Approaches for Context-Aware Search
di: Kokel, Harsha, et al.
Pubblicazione: (2025)

TOPJoin: A Context-Aware Multi-Criteria Approach for Joinable Column Search
di: Kokel, Harsha, et al.
Pubblicazione: (2025)

Backward Lens: Projecting Language Model Gradients into the Vocabulary Space
di: Katz, Shahar, et al.
Pubblicazione: (2024)

Chain-of-Thought as a Lens: Evaluating Structured Reasoning Alignment between Human Preferences and Large Language Models
di: Wang, Boxuan, et al.
Pubblicazione: (2025)

Novelty-based Tree-of-Thought Search for LLM Reasoning and Planning
di: Hamm, Leon, et al.
Pubblicazione: (2026)

Comparing Optimization Algorithms Through the Lens of Search Behavior Analysis
di: Cenikj, Gjorgjina, et al.
Pubblicazione: (2025)

Rectifying LLM Thought from Lens of Optimization
di: Liu, Junnan, et al.
Pubblicazione: (2025)

Thoughts-as-Planning: Latent World Models for Chain-of-Thoughts Optimization via Reinforcement Planning
di: Liu, Dong, et al.
Pubblicazione: (2026)

Can LLMs Fix Issues with Reasoning Models? Towards More Likely Models for AI Planning
di: Caglar, Turgay, et al.
Pubblicazione: (2023)

Learning to Search and Searching to Learn for Generalization in Planning
di: Aichmüller, Michael, et al.
Pubblicazione: (2026)

Reframing Data Value for Large Language Models Through the Lens of Plausibility
di: Rammal, Mohamad Rida, et al.
Pubblicazione: (2024)

Meta-Gradient Search Control: A Method for Improving the Efficiency of Dyna-style Planning
di: Burega, Bradley, et al.
Pubblicazione: (2024)

Can AI autonomously build, operate, and use the entire data stack?
di: Agarwal, Arvind, et al.
Pubblicazione: (2025)

Enhancing UAV Path Planning Efficiency Through Accelerated Learning
di: Viana, Joseanne, et al.
Pubblicazione: (2025)

Policy-Guided Search on Tree-of-Thoughts for Efficient Problem Solving with Bounded Language Model Queries
di: Pendurkar, Sumedh, et al.
Pubblicazione: (2026)

Planning of Heuristics: Strategic Planning on Large Language Models with Monte Carlo Tree Search for Automating Heuristic Optimization
di: Wang, Hui, et al.
Pubblicazione: (2025)

Reflect-then-Plan: Offline Model-Based Planning through a Doubly Bayesian Lens
di: Jeong, Jihwan, et al.
Pubblicazione: (2025)

Plan Before Search: Search Agents Need Plan
di: Qian, Zhipeng, et al.
Pubblicazione: (2026)

OptiTree: Hierarchical Thoughts Generation with Tree Search for LLM Optimization Modeling
di: Liu, Haoyang, et al.
Pubblicazione: (2025)

A Planning Ontology to Represent and Exploit Planning Knowledge for Performance Efficiency
di: Muppasani, Bharath, et al.
Pubblicazione: (2023)

AI Planning: A Primer and Survey (Preliminary Report)
di: Chen, Dillon Z., et al.
Pubblicazione: (2024)

Understanding XAI Through the Philosopher's Lens: A Historical Perspective
di: Mattioli, Martina, et al.
Pubblicazione: (2024)

Sparse Visual Thought Circuits in Vision-Language Models
di: Zhou, Yunpeng
Pubblicazione: (2026)

StructLens: A Structural Lens for Language Models via Maximum Spanning Trees
di: Sakajo, Haruki, et al.
Pubblicazione: (2026)