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Criticality-Based Motion Planning (2)
CS 326A: Motion Planning Criticality-Based Motion Planning (2)
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Topics Target finding Information (or belief) state/space
Part orientation Sensorless reduction of uncertainty Assembly planning Path space Stereotaxic radiosurgery
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Assembly Planning Example
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Levels of Problems Parts are assumed free-flying Assembly sequence planning Tools/fixtures are taken into account Entire manipulation system is taken into account Manipulation planning
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Assembly Sequence Planning
Example of a multi-robot coordination problem, but … Very constrained goal state, but unconstrained initial state Disassembly planning Many dofs, but simple paths Motion space
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Various “Interesting” Cases
Multi-hand: Non-monotonic 2-handed assembly: An assembly on n parts may require up to n hands for its (dis-)assembly [Natarajan] No single part can be added or removed:
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Various “Interesting” Cases
With translations only non-monotone, 2-handed monotone, 3-handed With general motions monotone, 2-handed With translations only monotone two-handed
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Complexity of Partitioning
Assembly partitioning problem: - Given a set of non-overlapping polygons, - Decide if a proper subset of them can be removed as a rigid body without colliding with the other polygons. This problem is NP-complete
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OR Gate for uiujuk
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Planning Approaches Generate-and-test: Hypothesize a subassembly and test if it can separated from the rest using contact analysis … But … exponential number of subassemblies: O(2n) subassemblies, but only two pairs can be separated
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Planning Approaches Generate-and-test Generate-and-test plus caching
Non-directional blocking graph (limited to single-step motions) Interference diagram
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