| Language-Grounded Hierarchical Planning and Execution with Multi-Robot 3D Scene Graphs | Jun 9, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Prime the search: Using large language models for guiding geometric task and motion planning by warm-starting tree search | Jun 8, 2025 | Common Sense ReasoningMotion Planning | CodeCode Available | 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 |
| Grounded Vision-Language Interpreter for Integrated Task and Motion Planning | Jun 3, 2025 | Motion PlanningTask and Motion Planning | —Unverified | 0 |
| From Motion to Behavior: Hierarchical Modeling of Humanoid Generative Behavior Control | May 28, 2025 | Motion GenerationMotion Planning | —Unverified | 0 |
| Optimal Task and Motion Planning for Autonomous Systems Using Petri Nets | May 18, 2025 | Computational EfficiencyMotion Planning | —Unverified | 0 |
| Multi-step manipulation task and motion planning guided by video demonstration | May 13, 2025 | Motion PlanningTask and Motion Planning | —Unverified | 0 |
| Leveraging Pre-trained Large Language Models with Refined Prompting for Online Task and Motion Planning | Apr 30, 2025 | Large Language ModelMotion Planning | —Unverified | 0 |
| A Task and Motion Planning Framework Using Iteratively Deepened AND/OR Graph Networks | Mar 10, 2025 | Motion PlanningTask and Motion Planning | —Unverified | 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 |
| Code-as-Symbolic-Planner: Foundation Model-Based Robot Planning via Symbolic Code Generation | Mar 3, 2025 | Code GenerationCommon Sense Reasoning | —Unverified | 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 |
| Towards Robust and Secure Embodied AI: A Survey on Vulnerabilities and Attacks | Feb 18, 2025 | Adversarial AttackAutonomous Vehicles | —Unverified | 0 |
| Planning with affordances: Integrating learned affordance models and symbolic planning | Feb 4, 2025 | Motion PlanningTask and Motion Planning | —Unverified | 0 |
| Zero-shot Robotic Manipulation with Language-guided Instruction and Formal Task Planning | Jan 25, 2025 | Motion PlanningTask and Motion Planning | —Unverified | 0 |
| Ontology-driven Prompt Tuning for LLM-based Task and Motion Planning | Dec 10, 2024 | Motion PlanningTask and Motion Planning | —Unverified | 0 |
| λ: A Benchmark for Data-Efficiency in Long-Horizon Indoor Mobile Manipulation Robotics | Nov 28, 2024 | BenchmarkingDiversity | —Unverified | 0 |
| SPIRE: Synergistic Planning, Imitation, and Reinforcement Learning for Long-Horizon Manipulation | Oct 23, 2024 | Imitation LearningMotion Planning | —Unverified | 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 |
| Interpretable Responsibility Sharing as a Heuristic for Task and Motion Planning | Sep 9, 2024 | Decision MakingMotion Planning | CodeCode Available | 0 |
| KiloBot: A Programming Language for Deploying Perception-Guided Industrial Manipulators at Scale | Sep 5, 2024 | Industrial RobotsMotion Planning | —Unverified | 0 |
| A Meta-Engine Framework for Interleaved Task and Motion Planning using Topological Refinements | Aug 11, 2024 | BenchmarkingMotion Planning | —Unverified | 0 |
| Task and Motion Planning for Execution in the Real | Jun 5, 2024 | Motion GenerationMotion Planning | —Unverified | 0 |
| DELTA: Decomposed Efficient Long-Term Robot Task Planning using Large Language Models | Apr 4, 2024 | Common Sense ReasoningComputational Efficiency | —Unverified | 0 |
| A Survey of Optimization-based Task and Motion Planning: From Classical To Learning Approaches | Apr 3, 2024 | Motion PlanningSurvey | —Unverified | 0 |