Search, Planning and Reasoning

Covers search, planning and reasoning as tasks: state-space search, automated planning, constraint solving, games, and logical and symbolic reasoning. Excludes reasoning performed by models at inference time, which belongs to 4.12, logic as theory, which belongs to 2.5, and agentic planning, which belongs to 3.6.

• 2.5 Logic, Knowledge Representation and Reasoning
• 3.6 Agentic AI
• 4.12 Inference-Time Reasoning

• 4.1 Natural Language Processing
• 4.2 Speech and Audio
• 4.3 Computer Vision and Video
• 4.4 Multimodal AI
• 4.6 Expert Systems and Fuzzy Logic
• 4.7 Retrieval, Knowledge and Recommendation
• 4.8 Time Series and Anomaly Detection
• 4.9 Robotics, Control and Autonomy
• 4.10 Scientific and Creative AI
• 4.11 Localization, Low-Resource Languages and Cultural Representation
• 4.12 Inference-Time Reasoning
• 4.13 Affective Computing and Emotional Interaction
• 4.14 Technology Convergence: QML, Bio-AI and Neurotechnology