Artificial Intelligence › Core AI ›

Planning

3112 directly classified papers

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Papers

Aligning Cross-View Visual Geometries in LVLMs Through Human-Like Reasoning Learning AAAI 2026

MARE: Multimodal Analogical Reasoning for Disease Evolution-Aware Radiology Report Generation AAAI 2026

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

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

You Don’t Need Pre-Built Graphs for RAG: Retrieval Augmented Generation with Adaptive Reasoning Structures AAAI 2026

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

SkillGen: Learning Domain Skills for In-Context Sequential Decision Making AAAI 2026

From Hypothesis to Premises: LLM-based Backward Logical Reasoning with Selective Symbolic Translation AAAI 2026

Step-GRPO: Enhancing Reasoning Quality and Efficiency via Structured PRM-Based Reinforcement Learning AAAI 2026

Dynamic Cognitive Planning for Cognitive-Functional Dialogue: A Case Study in Emotional Support Conversation AAAI 2026

ARBench: Algorithmic Reasoner or API Alchemist? Evaluating LLMs Beyond API Calls AAAI 2026

CO-Bench: Benchmarking Language Model Agents in Algorithm Search for Combinatorial Optimization AAAI 2026

PRIME: Planning and Retrieval-Integrated Memory for Enhanced Reasoning AAAI 2026

Decoupling Understanding from Reasoning via Problem Space Mapping for Small-Scale Model Reasoning AAAI 2026

MIRAGE: Scaling Test-Time Inference with Parallel Graph-Retrieval-Augmented Reasoning Chains AAAI 2026

Chain-of-Look Spatial Reasoning for Dense Surgical Instrument Counting WACV 2026

MCTS-SQL: Light-Weight LLMs Can Master the Text-to-SQL Through Monte Carlo Tree Search AAAI 2026

SABER: Switchable and Balanced Training for Efficient LLM Reasoning AAAI 2026

REAP: Enhancing RAG with Recursive Evaluation and Adaptive Planning for Multi-Hop Question Answering AAAI 2026

Automated Repair of Totally-Ordered Hierarchical Task Network Domains via Context-Free Grammars with Large Language Model Support AAAI 2026

Two Constraint Compilation Methods for Lifted Planning AAAI 2026

SPIRAL: Symbolic LLM Planning via Grounded and Reflective Search AAAI 2026

Deep Hidden Cognition Facilitates Reliable Chain-of-Thought Reasoning AAAI 2026

Multi-Armed Bandits Meet Large Language Models AAAI 2026

ReflexDiffusion: Reflection-Enhanced Trajectory Planning for High-lateral-acceleration Scenarios in Autonomous Driving AAAI 2026