Artificial Intelligence › Core AI ›

Planning

3112 directly classified papers

Papers per year

Papers

Stepwise Perplexity-Guided Refinement for Efficient Chain-of-Thought Reasoning in Large Language Models ACL 2025

DSG-MCTS: A Dynamic Strategy-Guided Monte Carlo Tree Search for Diversified Reasoning in Large Language Models EMNLP 2025

WebEvolver: Enhancing Web Agent Self-Improvement with Co-evolving World Model EMNLP 2025

NOVA: An Iterative Planning Framework for Enhancing Scientific Innovation with Large Language Models ACL 2025

Scalable Solutions for Decision-Making Systems Using Explainable Policy Representations AAAI 2025

Enhancing SQL Query Generation with Neurosymbolic Reasoning AAAI 2025

AnchorCoT: Anchors Pave the Way for Multi-hop Reasoning ACL 2025

Explicit and Implicit Examinee-Question Relation Exploiting for Efficient Computerized Adaptive Testing AAAI 2025

ProcWorld: Benchmarking Large Model Planning in Reachability-Constrained Environments EMNLP 2025

ConceptSearch: Towards Efficient Program Search Using LLMs for Abstraction and Reasoning Corpus (ARC) AAAI 2025

Nested-Refinement Metamorphosis: Reflective Evolution for Efficient Optimization of Networking Problems ACL 2025

Metagent-P: A Neuro-Symbolic Planning Agent with Metacognition for Open Worlds ACL 2025

From Perceptions to Decisions: Wildfire Evacuation Decision Prediction with Behavioral Theory-informed LLMs ACL 2025

TripTailor: A Real-World Benchmark for Personalized Travel Planning ACL 2025

Socratic-MCTS: Test-Time Visual Reasoning by Asking the Right Questions EMNLP 2025

Tree-of-Code: A Self-Growing Tree Framework for End-to-End Code Generation and Execution in Complex Tasks ACL 2025

ResearStudio: A Human-intervenable Framework for Building Controllable Deep Research Agents EMNLP 2025

Predicate-Guided Generation for Mathematical Reasoning EMNLP 2025

DRT: Deep Reasoning Translation via Long Chain-of-Thought ACL 2025

Self-play through Computational Runtimes improves Chart Reasoning ACL 2025

Personalized open world plan generation for safety-critical human centered autonomous systems: A case study on Artificial Pancreas EMNLP 2025

SPaRC: A Spatial Pathfinding Reasoning Challenge EMNLP 2025

Self-attention-based Graph-of-Thought for Math Problem Solving ACL 2025

PhysVLM: Enabling Visual Language Models to Understand Robotic Physical Reachability CVPR 2025

Accelerate Parallelizable Reasoning via Parallel Decoding within One Sequence EMNLP 2025