| OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning | Feb 16, 2025 | MedQAMMLU | —Unverified | 0 | 0 |
| Ontology-driven Prompt Tuning for LLM-based Task and Motion Planning | Dec 10, 2024 | Motion PlanningTask and Motion Planning | —Unverified | 0 | 0 |
| Open-vocabulary Queryable Scene Representations for Real World Planning | Sep 20, 2022 | Task Planning | —Unverified | 0 | 0 |
| Optimal Integrated Task and Path Planning and Its Application to Multi-Robot Pickup and Delivery | Mar 2, 2024 | Task Planning | —Unverified | 0 | 0 |
| Personality-Driven Decision-Making in LLM-Based Autonomous Agents | Apr 1, 2025 | Decision MakingScheduling | —Unverified | 0 | 0 |
| PhysBench: Benchmarking and Enhancing Vision-Language Models for Physical World Understanding | Jan 27, 2025 | BenchmarkingCommon Sense Reasoning | —Unverified | 0 | 0 |
| PIPA: A Unified Evaluation Protocol for Diagnosing Interactive Planning Agents | May 2, 2025 | Instruction FollowingResponse Generation | —Unverified | 0 | 0 |
| Plan Explicability and Predictability for Robot Task Planning | Nov 25, 2015 | Motion PlanningRobot Task Planning | —Unverified | 0 | 0 |
| Planning and Control of Multi-Robot-Object Systems under Temporal Logic Tasks and Uncertain Dynamics | Apr 25, 2022 | Robot NavigationTask Planning | —Unverified | 0 | 0 |
| Plan with Code: Comparing approaches for robust NL to DSL generation | Aug 15, 2024 | Code GenerationHallucination | —Unverified | 0 | 0 |
| P-RAG: Progressive Retrieval Augmented Generation For Planning on Embodied Everyday Task | Sep 17, 2024 | Large Language ModelRAG | —Unverified | 0 | 0 |
| Precise but Natural Specification for Robot Tasks | Mar 6, 2018 | Task Planning | —Unverified | 0 | 0 |
| Prioritize Team Actions: Multi-Agent Temporal Logic Task Planning with Ordering Constraints | Mar 26, 2024 | Task Planning | —Unverified | 0 | 0 |
| ProgPrompt: Generating Situated Robot Task Plans using Large Language Models | Sep 22, 2022 | Task Planning | —Unverified | 0 | 0 |
| RapidPen: Fully Automated IP-to-Shell Penetration Testing with LLM-based Agents | Feb 23, 2025 | Task Planning | —Unverified | 0 | 0 |
| One-Shot Real-to-Sim via End-to-End Differentiable Simulation and Rendering | Nov 29, 2024 | BenchmarkingObject | —Unverified | 0 | 0 |
| Relative velocity-based reward functions for crowd navigation of robots | Dec 28, 2021 | Electrical EngineeringTask Planning | —Unverified | 0 | 0 |
| Relevance for Human Robot Collaboration | Sep 12, 2024 | Dimensionality ReductionScene Understanding | —Unverified | 0 | 0 |
| REMAC: Self-Reflective and Self-Evolving Multi-Agent Collaboration for Long-Horizon Robot Manipulation | Mar 28, 2025 | Robot ManipulationTask Planning | —Unverified | 0 | 0 |
| RescueADI: Adaptive Disaster Interpretation in Remote Sensing Images with Autonomous Agents | Oct 17, 2024 | Question AnsweringTask Planning | —Unverified | 0 | 0 |
| Robo2VLM: Visual Question Answering from Large-Scale In-the-Wild Robot Manipulation Datasets | May 21, 2025 | Dataset GenerationDescriptive | —Unverified | 0 | 0 |
| RoboBrain: A Unified Brain Model for Robotic Manipulation from Abstract to Concrete | Feb 28, 2025 | Task PlanningTrajectory Prediction | —Unverified | 0 | 0 |
| RoboGPT: an intelligent agent of making embodied long-term decisions for daily instruction tasks | Nov 27, 2023 | Common Sense ReasoningTask Planning | —Unverified | 0 | 0 |
| RoboPARA: Dual-Arm Robot Planning with Parallel Allocation and Recomposition Across Tasks | Jun 7, 2025 | Large Language ModelTask Planning | —Unverified | 0 | 0 |
| RoboScript: Code Generation for Free-Form Manipulation Tasks across Real and Simulation | Feb 22, 2024 | Code GenerationCommon Sense Reasoning | —Unverified | 0 | 0 |