Planning

Search-TTA: A Multi-Modal Test-Time Adaptation Framework for Visual Search in the Wild CoRL 2025 Select-Then-Decompose: From Empirical Analysis to Adaptive Selection Strategy for Task Decomposition in Large Language Models EMNLP 2025 Self-attention-based Graph-of-Thought for Math Problem Solving ACL 2025 Self-DC: When to Reason and When to Act? Self Divide-and-Conquer for Compositional Unknown Questions NAACL 2025 SELFGOAL: Your Language Agents Already Know How to Achieve High-level Goals NAACL 2025 Self-play through Computational Runtimes improves Chart Reasoning ACL 2025 Self-Reasoning Language Models: Unfold Hidden Reasoning Chains with Few Reasoning Catalyst ACL 2025 Self-Supervised Transformers as Iterative Solution Improvers for Constraint Satisfaction ICML 2025 Semantic Exploration with Adaptive Gating for Efficient Problem Solving with Language Models ACL 2025 Semi-Markovian Planning to Coordinate Aerial and Maritime Medical Evacuation Platforms AAAI 2025 SeqAfford: Sequential 3D Affordance Reasoning via Multimodal Large Language Model CVPR 2025 Sequential Decision Making in Stochastic Games with Incomplete Preferences over Temporal Objectives AAAI 2025 ShortcutsBench: A Large-Scale Real-world Benchmark for API-based Agents ICLR 2025 SIMS: Simulating Stylized Human-Scene Interactions with Retrieval-Augmented Script Generation ICCV 2025 Simulate, Refine and Integrate: Strategy Synthesis for Efficient SMT Solving IJCAI 2025 Simulating Human-like Daily Activities with Desire-driven Autonomy ICLR 2025 Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues AAAI 2025 Situational-Constrained Sequential Resources Allocation via Reinforcement Learning IJCAI 2025 Situation Calculus Temporally Lifted Abstractions for Generalized Planning AAAI 2025 Skeletons Matter: Dynamic Data Augmentation for Text-to-Query EMNLP 2025 Sketch Decompositions for Classical Planning via Deep Reinforcement Learning IJCAI 2025 SkyRover: A Modular Simulator for Cross-Domain Pathfinding IJCAI 2025 SMART: Self-Aware Agent for Tool Overuse Mitigation ACL 2025 Smurfs: Multi-Agent System using Context-Efficient DFSDT for Tool Planning NAACL 2025 SNAP: Semantic Stories for Next Activity Prediction AAAI 2025