| Representation, learning, and planning algorithms for geometric task and motion planning | Mar 9, 2022 | Heuristic SearchMotion Planning | —Unverified | 0 | 0 |
| RH20T: A Comprehensive Robotic Dataset for Learning Diverse Skills in One-Shot | Jul 2, 2023 | Imitation LearningMotion Planning | —Unverified | 0 | 0 |
| Risk-aware Integrated Task and Motion Planning for Versatile Snake Robots under Localization Failures | Feb 27, 2025 | Motion PlanningTask and Motion Planning | —Unverified | 0 | 0 |
| Sequence-Based Plan Feasibility Prediction for Efficient Task and Motion Planning | Nov 3, 2022 | Motion PlanningTask and Motion Planning | —Unverified | 0 | 0 |
| Socially intelligent task and motion planning for human-robot interaction | Jan 23, 2020 | Motion PlanningTask and Motion Planning | —Unverified | 0 | 0 |
| SPIRE: Synergistic Planning, Imitation, and Reinforcement Learning for Long-Horizon Manipulation | Oct 23, 2024 | Imitation LearningMotion Planning | —Unverified | 0 | 0 |
| STAMP: Differentiable Task and Motion Planning via Stein Variational Gradient Descent | Oct 3, 2023 | Bayesian InferenceGPU | —Unverified | 0 | 0 |
| Task Allocation for Multi-Robot Task and Motion Planning: a case for Object Picking in Cluttered Workspaces | Oct 8, 2021 | Motion PlanningObject | —Unverified | 0 | 0 |
| Task and Motion Planning for Execution in the Real | Jun 5, 2024 | Motion GenerationMotion Planning | —Unverified | 0 | 0 |
| RobKiNet: Robotic Kinematics Informed Neural Network for Optimal Robot Configuration Prediction | Feb 26, 2024 | Motion PlanningPosition | —Unverified | 0 | 0 |
| Towards Robust and Secure Embodied AI: A Survey on Vulnerabilities and Attacks | Feb 18, 2025 | Adversarial AttackAutonomous Vehicles | —Unverified | 0 | 0 |
| Understanding Physical Properties of Unseen Deformable Objects by Leveraging Large Language Models and Robot Actions | Jun 4, 2025 | Motion PlanningTask and Motion Planning | —Unverified | 0 | 0 |
| Unified Task and Motion Planning using Object-centric Abstractions of Motion Constraints | Dec 29, 2023 | Computational EfficiencyHeuristic Search | —Unverified | 0 | 0 |
| VLM See, Robot Do: Human Demo Video to Robot Action Plan via Vision Language Model | Oct 11, 2024 | Common Sense ReasoningLanguage Modeling | —Unverified | 0 | 0 |
| Zero-shot Robotic Manipulation with Language-guided Instruction and Formal Task Planning | Jan 25, 2025 | Motion PlanningTask and Motion Planning | —Unverified | 0 | 0 |
| Multi-step manipulation task and motion planning guided by video demonstration | May 13, 2025 | Motion PlanningTask and Motion Planning | —Unverified | 0 | 0 |
| Accelerated Labeling of Discrete Abstractions for Autonomous Driving Subject to LTL Specifications | Oct 5, 2018 | Autonomous DrivingDecision Making | —Unverified | 0 | 0 |
| Accelerating Integrated Task and Motion Planning with Neural Feasibility Checking | Mar 20, 2022 | Motion PlanningTask and Motion Planning | —Unverified | 0 | 0 |
| Admissible Abstractions for Near-optimal Task and Motion Planning | Jun 3, 2018 | Motion PlanningTask and Motion Planning | —Unverified | 0 | 0 |
| A Long Horizon Planning Framework for Manipulating Rigid Pointcloud Objects | Nov 16, 2020 | Graph AttentionMotion Planning | —Unverified | 0 | 0 |
| A Meta-Engine Framework for Interleaved Task and Motion Planning using Topological Refinements | Aug 11, 2024 | BenchmarkingMotion Planning | —Unverified | 0 | 0 |
| An Anytime Algorithm for Task and Motion MDPs | Feb 16, 2018 | Decision MakingMotion Planning | —Unverified | 0 | 0 |
| Anytime Integrated Task and Motion Policies for Stochastic Environments | Apr 30, 2019 | Motion PlanningTask and Motion Planning | —Unverified | 0 | 0 |
| An Anytime Hierarchical Approach for Stochastic Task and Motion Planning | Aug 28, 2021 | Motion PlanningTask and Motion Planning | —Unverified | 0 | 0 |
| A Survey of Optimization-based Task and Motion Planning: From Classical To Learning Approaches | Apr 3, 2024 | Motion PlanningSurvey | —Unverified | 0 | 0 |
| A Task and Motion Planning Framework Using Iteratively Deepened AND/OR Graph Networks | Mar 10, 2025 | Motion PlanningTask and Motion Planning | —Unverified | 0 | 0 |
| Combined Task and Motion Planning as Classical AI Planning | Jun 21, 2017 | Motion PlanningTask and Motion Planning | —Unverified | 0 | 0 |
| Cooperative Task and Motion Planning for Multi-Arm Assembly Systems | Mar 4, 2022 | Motion PlanningMulti-Agent Path Finding | —Unverified | 0 | 0 |
| CoPAL: Corrective Planning of Robot Actions with Large Language Models | Oct 11, 2023 | Motion GenerationMotion Planning | —Unverified | 0 | 0 |
| Creative Robot Tool Use with Large Language Models | Oct 19, 2023 | Motion PlanningTask and Motion Planning | —Unverified | 0 | 0 |
| Curiosity-Driven Imagination: Discovering Plan Operators and Learning Associated Policies for Open-World Adaptation | Mar 6, 2025 | Motion PlanningTask and Motion Planning | —Unverified | 0 | 0 |
| Deep Visual Reasoning: Learning to Predict Action Sequences for Task and Motion Planning from an Initial Scene Image | Jun 9, 2020 | Motion PlanningTask and Motion Planning | —Unverified | 0 | 0 |
| DELTA: Decomposed Efficient Long-Term Robot Task Planning using Large Language Models | Apr 4, 2024 | Common Sense ReasoningComputational Efficiency | —Unverified | 0 | 0 |
| DiMSam: Diffusion Models as Samplers for Task and Motion Planning under Partial Observability | Jun 22, 2023 | Motion PlanningRobot Manipulation | —Unverified | 0 | 0 |
| Embodied Lifelong Learning for Task and Motion Planning | Jul 13, 2023 | Lifelong learningMotion Planning | —Unverified | 0 | 0 |
| Flexible and Efficient Long-Range Planning Through Curious Exploration | Apr 22, 2020 | Deep Reinforcement LearningImitation Learning | —Unverified | 0 | 0 |