专题：AI-based Problem Solving and Planning

This cluster of papers focuses on artificial intelligence planning and reasoning, covering topics such as planning systems, heuristic search, case-based reasoning, temporal planning, knowledge-based systems, robot control, model-based programming, probabilistic plan recognition, cognitive architecture, and autonomous systems.
最新文献
DASH: Designing and Developing Agentic Systems for Humans (Tutorial)

article Full Text OpenAlex

LLM-Driven Multimodal Knowledge Graph Construction for Industrial Process With Prompt Optimization and Fuzzy RAG

article Full Text OpenAlex

Vistoryteller: Designing Data Stories with LLM Agent-Based Generation and Interactive User Control

article Full Text OpenAlex

CAIM: Development and Evaluation of a Cognitive AI Memory Framework for Long-Term Interaction with Intelligent Agents

article Full Text OpenAlex

Agents in Concert: A Case-Study of Bringing AI to the Stage in Practice

article Full Text OpenAlex

Controlled Experimentation of Model Search Behaviour with Geniie-Lab

article Full Text OpenAlex

General Agent Evaluation

preprint Full Text OpenAlex

AOED-RAM: Ontological Alignment Memory Bank for AI Code Agents

preprint Full Text OpenAlex

An Overview of Robot Embodied Intelligence Based on Multimodal Models: Tasks, Models, and System Schemes

article Full Text OpenAlex

TableMind: An Autonomous Programmatic Agent for Tool-Augmented Table Reasoning

article Full Text OpenAlex

近5年高被引文献
Knowledge Representation and Reasoning

book-chapter Full Text OpenAlex 826 FWCI0

Text2Motion: from natural language instructions to feasible plans

article Full Text OpenAlex 185 FWCI32.5676

MMMU: A Massive Multi-Discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI

article Full Text OpenAlex 175 FWCI44.6921

Logit Standardization in Knowledge Distillation

article Full Text OpenAlex 160 FWCI57.2947

Expert Systems With Applications

article Full Text OpenAlex 154 FWCI0

Applications of natural language processing in construction

article Full Text OpenAlex 137 FWCI13.2434

STaR: Bootstrapping Reasoning With Reasoning

preprint Full Text OpenAlex 114 FWCI0

KNOWLEDGE‐BASED SYSTEMS

other Full Text OpenAlex 112 FWCI0

Classical probabilistic models and conditional random fields

article Full Text OpenAlex 110 FWCI1.061

Machine Learning Research

paratext Full Text OpenAlex 103 FWCI0