| OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning | Feb 16, 2025 | MedQAMMLU | —Unverified | 0 |
| Ontology-driven Prompt Tuning for LLM-based Task and Motion Planning | Dec 10, 2024 | Motion PlanningTask and Motion Planning | —Unverified | 0 |
| Open-vocabulary Queryable Scene Representations for Real World Planning | Sep 20, 2022 | Task Planning | —Unverified | 0 |
| Optimal Integrated Task and Path Planning and Its Application to Multi-Robot Pickup and Delivery | Mar 2, 2024 | Task Planning | —Unverified | 0 |
| Personality-Driven Decision-Making in LLM-Based Autonomous Agents | Apr 1, 2025 | Decision MakingScheduling | —Unverified | 0 |
| Zero-shot Robotic Manipulation with Language-guided Instruction and Formal Task Planning | Jan 25, 2025 | Motion PlanningTask and Motion Planning | —Unverified | 0 |
| REI-Bench: Can Embodied Agents Understand Vague Human Instructions in Task Planning? | May 16, 2025 | Large Language ModelRobot Task Planning | —Unverified | 0 |
| ChemGraph: An Agentic Framework for Computational Chemistry Workflows | Jun 3, 2025 | Computational chemistryGraph Neural Network | —Unverified | 0 |
| VIKI-R: Coordinating Embodied Multi-Agent Cooperation via Reinforcement Learning | Jun 10, 2025 | Task PlanningVisual Reasoning | —Unverified | 0 |
| 3D-Grounded Vision-Language Framework for Robotic Task Planning: Automated Prompt Synthesis and Supervised Reasoning | Feb 13, 2025 | Code GenerationScene Understanding | —Unverified | 0 |
| 3D-MoE: A Mixture-of-Experts Multi-modal LLM for 3D Vision and Pose Diffusion via Rectified Flow | Jan 28, 2025 | Instruction FollowingMixture-of-Experts | —Unverified | 0 |
| A^2-UAV: Application-Aware Content and Network Optimization of Edge-Assisted UAV Systems | Jan 16, 2023 | image-classificationImage Classification | —Unverified | 0 |
| A Categorical Representation Language and Computational System for Knowledge-Based Planning | May 26, 2023 | Knowledge GraphsTask Planning | —Unverified | 0 |
| A Unified Architecture for Dynamic Role Allocation and Collaborative Task Planning in Mixed Human-Robot Teams | Jan 19, 2023 | SchedulingTask Planning | —Unverified | 0 |
| A Constraint-based Encoding for Domain-Independent Temporal Planning | Jun 26, 2018 | SchedulingTask Planning | —Unverified | 0 |
| Acting Thoughts: Towards a Mobile Robotic Service Assistant for Users with Limited Communication Skills | Jul 20, 2017 | Brain Computer InterfaceTask Planning | —Unverified | 0 |
| Adaptive Interactive Navigation of Quadruped Robots using Large Language Models | Mar 29, 2025 | Motion PlanningTask Planning | —Unverified | 0 |
| AeroVerse: UAV-Agent Benchmark Suite for Simulating, Pre-training, Finetuning, and Evaluating Aerospace Embodied World Models | Aug 28, 2024 | Spatial ReasoningTask Planning | —Unverified | 0 |
| Affordances-Oriented Planning using Foundation Models for Continuous Vision-Language Navigation | Jul 8, 2024 | Decision MakingMotion Planning | —Unverified | 0 |
| A Framework for Benchmarking and Aligning Task-Planning Safety in LLM-Based Embodied Agents | Apr 20, 2025 | BenchmarkingTask Planning | —Unverified | 0 |
| AlignBot: Aligning VLM-powered Customized Task Planning with User Reminders Through Fine-Tuning for Household Robots | Sep 18, 2024 | Task Planning | —Unverified | 0 |
| A Maximum Independent Set Method for Scheduling Earth Observing Satellite Constellations | Aug 15, 2020 | SchedulingTask Planning | —Unverified | 0 |
| An Epistemic Human-Aware Task Planner which Anticipates Human Beliefs and Decisions | Sep 27, 2024 | Task Planning | —Unverified | 0 |
| An Optimal Task Planning and Agent-aware Allocation Algorithm in Collaborative Tasks Combining with PDDL and POPF | Jul 11, 2024 | Task Planning | —Unverified | 0 |
| Anticipatory Planning: Improving Long-Lived Planning by Estimating Expected Cost of Future Tasks | May 8, 2023 | Graph Neural NetworkTask Planning | —Unverified | 0 |