Planning as Goal Recognition: Deriving Heuristics from Intention Models -- Extended Version
📰 ArXiv cs.AI
Deriving heuristics from intention models for planning as goal recognition
Action Steps
- Define a classical planning problem
- Adopt goal recognition (GR) techniques to derive heuristics
- Apply GR-derived heuristics to prioritize exploring promising trajectories
- Evaluate the effectiveness of GR-derived heuristics in planning scenarios
Who Needs to Know This
AI engineers and researchers on a team can benefit from this approach to improve planning efficiency, and software engineers can apply these heuristics to develop more effective planning systems
Key Insight
💡 GR-derived heuristics can improve planning efficiency by prioritizing promising trajectories
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🤖 Planning as goal recognition: deriving heuristics from intention models
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