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Planning

3112 directly classified papers

Papers per year

Papers

Parallel Greedy Best-First Search with a Bound on Expansions Relative to Sequential Search AAAI 2025

Counterfactual Online Learning for Open-Loop Monte-Carlo Planning AAAI 2025

Automatic Selection of Macro-Events for Heuristic-Search Temporal Planning AAAI 2025

Contextual Stochastic Optimization for School Desegregation Policymaking AAAI 2025

Suboptimal Search with Dynamic Distribution of Suboptimality AAAI 2025

How Do Large Language Models Perform in Dynamical System Modeling NAACL 2025

SNAP: Semantic Stories for Next Activity Prediction AAAI 2025

Simulating Human-like Daily Activities with Desire-driven Autonomy ICLR 2025

WebAgent-R1: Training Web Agents via End-to-End Multi-Turn Reinforcement Learning EMNLP 2025

Logic: Long-form Outline Generation via Imitative and Critical Self-refinement EMNLP 2025

RETAIL: Towards Real-world Travel Planning for Large Language Models EMNLP 2025

Can LLMs Truly Plan? A Comprehensive Evaluation of Planning Capabilities EMNLP 2025

Probabilistic Analysis of Stable Matching in Large Markets with Siblings IJCAI 2025

Representation-driven Option Discovery in Reinforcement Learning AAAI 2025

ForestCast: Open-Ended Event Forecasting with Semantic News Forest EMNLP 2025

Exploring Deductive and Inductive Reasoning Capabilities of Large Language Models in Procedural Planning EMNLP 2025

CAMPHOR: Collaborative Agents for Multi-input Planning and High-Order Reasoning On Device ACL 2025

Planning for Success: Exploring LLM Long-term Planning Capabilities in Table Understanding ACL 2025

NavMorph: A Self-Evolving World Model for Vision-and-Language Navigation in Continuous Environments ICCV 2025

Explainable Chain-of-Thought Reasoning: An Empirical Analysis on State-Aware Reasoning Dynamics EMNLP 2025

TeleAI at SemEval-2025 Task 8: Advancing Table Reasoning Framework with Large Language Models ACL 2025

A Constrained Text Revision Agent via Iterative Planning and Searching ACL 2025

Tables as Thought: Exploring Structured Thoughts in LLM Reasoning ACL 2025

G-MACT at SemEval-2025 Task 8: Exploring Planning and Tool Use in Question Answering over Tabular Data ACL 2025

DFLOW: Diverse Dialogue Flow Simulation with Large Language Models ACL 2025