| 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 |
| A Paragraph is All It Takes: Rich Robot Behaviors from Interacting, Trusted LLMs | Dec 24, 2024 | AllTask Planning | —Unverified | 0 |
| A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis | Jul 24, 2023 | Code GenerationDenoising | —Unverified | 0 |
| A Road-map to Robot Task Execution with the Functional Object-Oriented Network | Jun 1, 2021 | Task Planning | —Unverified | 0 |
| A Schema-Guided Reason-while-Retrieve framework for Reasoning on Scene Graphs with Large-Language-Models (LLMs) | Feb 5, 2025 | HallucinationSpatial Reasoning | —Unverified | 0 |
| A Survey of Optimization-based Task and Motion Planning: From Classical To Learning Approaches | Apr 3, 2024 | Motion PlanningSurvey | —Unverified | 0 |
| AT-MoE: Adaptive Task-planning Mixture of Experts via LoRA Approach | Oct 12, 2024 | Mixture-of-ExpertsTask Planning | —Unverified | 0 |
| AutoGPT+P: Affordance-based Task Planning with Large Language Models | Feb 16, 2024 | object-detectionObject Detection | —Unverified | 0 |
| Automating Transfer of Robot Task Plans using Functorial Data Migrations | Jun 22, 2024 | Task Planning | —Unverified | 0 |
| Autonomous Behavior Planning For Humanoid Loco-manipulation Through Grounded Language Model | Aug 15, 2024 | Decision MakingLanguage Modeling | —Unverified | 0 |
| Autonomous task planning and situation awareness in robotic surgery | Apr 19, 2020 | Motion PlanningTask Planning | —Unverified | 0 |
| BadRobot: Jailbreaking Embodied LLMs in the Physical World | Jul 16, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Balancing Explicability and Explanation in Human-Aware Planning | Aug 1, 2017 | Decision MakingExplanation Generation | —Unverified | 0 |
| Behavior Tree-Based Task Planning for Multiple Mobile Robots using a Data Distribution Service | Jan 26, 2022 | Task Planning | —Unverified | 0 |
| Being-0: A Humanoid Robotic Agent with Vision-Language Models and Modular Skills | Mar 16, 2025 | Task Planning | —Unverified | 0 |
| Belief Scene Graphs: Expanding Partial Scenes with Objects through Computation of Expectation | Feb 6, 2024 | Common Sense ReasoningTask Planning | —Unverified | 0 |
| Bottom-up mechanism and improved contract net protocol for the dynamic task planning of heterogeneous Earth observation resources | Jul 13, 2020 | Earth ObservationTask Planning | —Unverified | 0 |
| Broadly-Exploring, Local-Policy Trees for Long-Horizon Task Planning | Oct 13, 2020 | Motion PlanningTask Planning | —Unverified | 0 |
| Building a Stable Planner: An Extended Finite State Machine Based Planning Module for Mobile GUI Agent | May 20, 2025 | Task Planning | —Unverified | 0 |
| CLIMB: Language-Guided Continual Learning for Task Planning with Iterative Model Building | Oct 17, 2024 | Continual LearningDescriptive | —Unverified | 0 |
| CLMASP: Coupling Large Language Models with Answer Set Programming for Robotic Task Planning | Jun 5, 2024 | Task Planning | —Unverified | 0 |
| Closed-Loop Open-Vocabulary Mobile Manipulation with GPT-4V | Apr 16, 2024 | Instruction FollowingMultimodal Reasoning | —Unverified | 0 |
| Compact Belief State Representation for Task Planning | Aug 21, 2020 | Task Planning | —Unverified | 0 |
| Comparing Reconstruction- and Contrastive-based Models for Visual Task Planning | Sep 14, 2021 | Representation LearningTask Planning | —Unverified | 0 |
| Composing Task-Agnostic Policies with Deep Reinforcement Learning | May 25, 2019 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| ConceptAgent: LLM-Driven Precondition Grounding and Tree Search for Robust Task Planning and Execution | Oct 8, 2024 | Common Sense ReasoningLogical Fallacies | —Unverified | 0 |