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Planning

3112 directly classified papers

Papers per year

Papers

Aware First, Think Less: Dynamic Boundary Self-Awareness Drives Significant Gains in Reasoning Efficiency in Large Language Models AAAI 2026

From Mathematical Reasoning to Code: Generalization of Process Reward Models in Test-Time Scaling AAAI 2026

Human Cognition Inspired RAG with Knowledge Graph for Complex Problem Solving AAAI 2026

Hestia: Voxel-Face-Aware Hierarchical Next-Best-View Acquisition for Efficient 3D Reconstruction WACV 2026

Complex Instruction Following with Diverse Style Policies in Football Games AAAI 2026

ProBench: Benchmarking GUI Agents with Accurate Process Information AAAI 2026

FUSE: Fine-Grained and Semantic-Aware Learning for Unified Image Understanding and Generation AAAI 2026

CANVAS: A Benchmark for Vision-Language Models on Tool-Based User Interface Design AAAI 2026

Guideline-Consistent Segmentation via Multi-Agent Refinement AAAI 2026

SHADOW: Dynamic-Aware Credit Assignment Against Long-Horizon Tasks AAAI 2026

Lightweight Adaptive Topological Layout and Semantic Mapping in Vision-and-Language Navigation on Websites AAAI 2026

Cook and Clean Together: Teaching Embodied Agents for Parallel Task Execution AAAI 2026

CorrectNav: Self-Correction Flywheel Empowers Vision-Language-Action Navigation Model AAAI 2026

CoS: Towards Optimal Event Scheduling via Chain-of-Scheduling AAAI 2026

Testing Under Strategic Manipulation: Mechanism Design for Human and AI Institutions AAAI 2026

Beyond IVR: Benchmarking Customer Support LLM Agents for Business-Adherence EACL 2026

WorkForceAgent-R1: Incentivizing Reasoning Capability in LLM-based Web Agents via Reinforcement Learning EACL 2026

ETOM: A Five-Level Benchmark for Evaluating Tool Orchestration within the MCP Ecosystem EACL 2026

Reducing Goal State Divergence with Environment Design AAAI 2026

SeqWalker: Sequential-Horizon Vision-and-Language Navigation with Hierarchical Planning AAAI 2026

UNeMo: Collaborative Visual-Language Reasoning and Navigation via a Multimodal World Model AAAI 2026

Towards Single Exponential Time for Temporal and Spatial Reasoning: A Study via Redundancy and Dynamic Programming AAAI 2026

Constrained Molecule Generation Modelled Using the Grammar Constraint AAAI 2026

Enhancing Exploration and Exploitation in Hierarchical Reinforcement Learning with Subgoal Graph Learning AAAI 2026

Adaptive LLM-Symbolic Reasoning via Dynamic Logical Solver Composition EACL 2026