Automated planning and scheduling

Branch of artificial intelligence

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4 news mentions · 👍 0 likes · 👎 0 dislikes

📌 Topics

Robotics (2)
AI Safety (1)
Scientific Research (1)
AI Framework (1)
Autonomous Systems (1)
AI Development (1)
World Modeling (1)
Artificial Intelligence (1)
Machine Learning (1)

🏷️ Keywords

AI planning (4) · LABSHIELD (1) · multimodal benchmark (1) · safety-critical reasoning (1) · scientific laboratories (1) · risk assessment (1) · laboratory safety (1) · RoboClaw (1) · robotic tasks (1) · agentic framework (1) · long-horizon (1) · scalability (1) · autonomous robots (1) · next token prediction (1) · STRIPS (1) · world models (1) · artificial intelligence (1) · reasoning (1) · language models (1) · ForeAct (1)

📖 Key Information

Automated planning and scheduling, sometimes denoted as simply AI planning, is a branch of artificial intelligence that concerns the realization of strategies or action sequences, typically for execution by intelligent agents, autonomous robots and unmanned vehicles. Unlike classical control and classification problems, the solutions are complex and must be discovered and optimized in multidimensional space. Planning is also related to decision theory.

📰 Related News (4)

🇺🇸 LABSHIELD: A Multimodal Benchmark for Safety-Critical Reasoning and Planning in Scientific Laboratories (2026-03-13)
arXiv:2603.11987v1 Announce Type: new Abstract: Artificial intelligence is increasingly catalyzing scientific automation, with multimodal large langu...
🇺🇸 RoboClaw: An Agentic Framework for Scalable Long-Horizon Robotic Tasks (2026-03-13)
arXiv:2603.11558v1 Announce Type: cross Abstract: Vision-Language-Action (VLA) systems have shown strong potential for language-driven robotic manipu...
🇺🇸 From Next Token Prediction to (STRIPS) World Models (2026-03-12)
arXiv:2509.13389v4 Announce Type: replace Abstract: We study whether next-token prediction can yield world models that truly support planning, in a c...
🇺🇸 ForeAct: Steering Your VLA with Efficient Visual Foresight Planning (2026-02-16)
arXiv:2602.12322v1 Announce Type: cross Abstract: Vision-Language-Action (VLA) models convert high-level language instructions into concrete, executa...

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