| NNgTL: Neural Network Guided Optimal Temporal Logic Task Planning for Mobile Robots | Sep 25, 2023 | NavigateTask Planning | CodeCode Available | 0 | 5 |
| Robot Task Planning Based on Large Language Model Representing Knowledge with Directed Graph Structures | Jun 8, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| ConceptAgent: LLM-Driven Precondition Grounding and Tree Search for Robust Task Planning and Execution | Oct 8, 2024 | Common Sense ReasoningLogical Fallacies | —Unverified | 0 | 0 |
| Composing Task-Agnostic Policies with Deep Reinforcement Learning | May 25, 2019 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 | 0 |
| A Paragraph is All It Takes: Rich Robot Behaviors from Interacting, Trusted LLMs | Dec 24, 2024 | AllTask Planning | —Unverified | 0 | 0 |
| Comparing Reconstruction- and Contrastive-based Models for Visual Task Planning | Sep 14, 2021 | Representation LearningTask Planning | —Unverified | 0 | 0 |
| GOLF: Goal-Oriented Long-term liFe tasks supported by human-AI collaboration | Mar 25, 2024 | Decision MakingInformation Retrieval | —Unverified | 0 | 0 |
| Compact Belief State Representation for Task Planning | Aug 21, 2020 | Task Planning | —Unverified | 0 | 0 |
| Anticipatory Planning: Improving Long-Lived Planning by Estimating Expected Cost of Future Tasks | May 8, 2023 | Graph Neural NetworkTask Planning | —Unverified | 0 | 0 |
| Goal Inference Improves Objective and Perceived Performance in Human-Robot Collaboration | Feb 6, 2018 | Bayesian InferenceTask Planning | —Unverified | 0 | 0 |
| Generating Plannable Lifted Action Models for Visually Generated Logical Predicates | Jan 1, 2021 | Task Planning | —Unverified | 0 | 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 | 0 |
| General-purpose Clothes Manipulation with Semantic Keypoints | Aug 15, 2024 | Action GenerationLanguage Modeling | —Unverified | 0 | 0 |
| General-Purpose Aerial Intelligent Agents Empowered by Large Language Models | Mar 11, 2025 | Motion PlanningScene Understanding | —Unverified | 0 | 0 |
| Closed-Loop Open-Vocabulary Mobile Manipulation with GPT-4V | Apr 16, 2024 | Instruction FollowingMultimodal Reasoning | —Unverified | 0 | 0 |
| GameVLM: A Decision-making Framework for Robotic Task Planning Based on Visual Language Models and Zero-sum Games | May 22, 2024 | Code GenerationDecision Making | —Unverified | 0 | 0 |
| An Epistemic Human-Aware Task Planner which Anticipates Human Beliefs and Decisions | Sep 27, 2024 | Task Planning | —Unverified | 0 | 0 |
| Acting Thoughts: Towards a Mobile Robotic Service Assistant for Users with Limited Communication Skills | Jul 20, 2017 | Brain Computer InterfaceTask Planning | —Unverified | 0 | 0 |
| A^2-UAV: Application-Aware Content and Network Optimization of Edge-Assisted UAV Systems | Jan 16, 2023 | image-classificationImage Classification | —Unverified | 0 | 0 |
| GPT-4V(ision) for Robotics: Multimodal Task Planning from Human Demonstration | Nov 20, 2023 | HallucinationLanguage Modeling | —Unverified | 0 | 0 |
| From Words to Actions: Unveiling the Theoretical Underpinnings of LLM-Driven Autonomous Systems | May 30, 2024 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 | 0 |
| From Virtual to Real: A Framework for Verbal Interaction with Robots | Jun 1, 2019 | Natural Language UnderstandingObject Recognition | —Unverified | 0 | 0 |
| GRILLBot: A multi-modal conversational agent for complex real-world tasks | Sep 1, 2022 | ManagementNavigate | —Unverified | 0 | 0 |
| Grounded Vision-Language Interpreter for Integrated Task and Motion Planning | Jun 3, 2025 | Motion PlanningTask and Motion Planning | —Unverified | 0 | 0 |
| CLMASP: Coupling Large Language Models with Answer Set Programming for Robotic Task Planning | Jun 5, 2024 | Task Planning | —Unverified | 0 | 0 |