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task and motion planning

34 papers

TAMP

Papers

AHA: A Vision-Language-Model for Detecting and Reasoning Over Failures in Robotic Manipulation ICLR 2025 Differentiable GPU-Parallelized Task and Motion Planning RSS 2025 Hierarchical Temporal Logic Task and Motion Planning for Multi-Robot Systems RSS 2025 Learning Geometric Reasoning Networks For Robot Task And Motion Planning ICLR 2025 Temporal Task and Motion Planning with Metric Time for Multiple Object Navigation AAAI 2025 Learning Long-Horizon Action Dependencies in Sampling-Based Bilevel Planning CoRL 2024 NOD-TAMP: Generalizable Long-Horizon Planning with Neural Object Descriptors CoRL 2024 Partially Observable Task and Motion Planning with Uncertainty and Risk Awareness RSS 2024 SPIRE: Synergistic Planning, Imitation, and Reinforcement Learning for Long-Horizon Manipulation CoRL 2024 Compositional Diffusion-Based Continuous Constraint Solvers CoRL 2023 Embodied Lifelong Learning for Task and Motion Planning CoRL 2023 FurnitureBench: Reproducible Real-World Benchmark for Long-Horizon Complex Manipulation RSS 2023 Human-in-the-Loop Task and Motion Planning for Imitation Learning CoRL 2023 Imitating Task and Motion Planning with Visuomotor Transformers CoRL 2023 Learning Reusable Manipulation Strategies CoRL 2023 Metric-Free Exploration for Topological Mapping by Task and Motion Imitation in Feature Space RSS 2023 Sequence-Based Plan Feasibility Prediction for Efficient Task and Motion Planning RSS 2023 Discovering State and Action Abstractions for Generalized Task and Motion Planning AAAI 2022 Learning Neuro-Symbolic Skills for Bilevel Planning CoRL 2022 Learning to Correct Mistakes: Backjumping in Long-Horizon Task and Motion Planning CoRL 2022 Negative Result for Learning from Demonstration: Challenges for End-Users Teaching Robots with Task And Motion Planning Abstractions RSS 2022 Guided Imitation of Task and Motion Planning CoRL 2021 Planning with Learned Object Importance in Large Problem Instances using Graph Neural Networks AAAI 2021 A Long Horizon Planning Framework for Manipulating Rigid Pointcloud Objects CoRL 2020 CAMPs: Learning Context-Specific Abstractions for Efficient Planning in Factored MDPs CoRL 2020