| APEX: Empowering LLMs with Physics-Based Task Planning for Real-time Insight | May 20, 2025 | Causal InferenceDecision Making | CodeCode Available | 0 | 5 |
| Knowledge-Based Hierarchical POMDPs for Task Planning | Mar 19, 2021 | Task Planning | 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 |
| LEAGUE: Guided Skill Learning and Abstraction for Long-Horizon Manipulation | Oct 23, 2022 | Deep Reinforcement LearningMotion Planning | —Unverified | 0 | 0 |
| From Cooking Recipes to Robot Task Trees -- Improving Planning Correctness and Task Efficiency by Leveraging LLMs with a Knowledge Network | Sep 17, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| From An LLM Swarm To A PDDL-Empowered HIVE: Planning Self-Executed Instructions In A Multi-Modal Jungle | Dec 17, 2024 | AI AgentFormal Logic | —Unverified | 0 | 0 |
| CLIMB: Language-Guided Continual Learning for Task Planning with Iterative Model Building | Oct 17, 2024 | Continual LearningDescriptive | —Unverified | 0 | 0 |
| From Abstractions to Grounded Languages for Robust Coordination of Task Planning Robots | May 1, 2019 | Multi-Agent Path FindingTask Planning | —Unverified | 0 | 0 |
| FLAP: Flow-Adhering Planning with Constrained Decoding in LLMs | Mar 9, 2024 | Task Planning | —Unverified | 0 | 0 |
| FISHNET: Financial Intelligence from Sub-querying, Harmonizing, Neural-Conditioning, Expert Swarms, and Task Planning | Oct 25, 2024 | graph constructionRAG | —Unverified | 0 | 0 |
| A Maximum Independent Set Method for Scheduling Earth Observing Satellite Constellations | Aug 15, 2020 | SchedulingTask Planning | —Unverified | 0 | 0 |
| A Constraint-based Encoding for Domain-Independent Temporal Planning | Jun 26, 2018 | SchedulingTask Planning | —Unverified | 0 | 0 |
| FindAnything: Open-Vocabulary and Object-Centric Mapping for Robot Exploration in Any Environment | Apr 11, 2025 | 3D geometryNatural Language Queries | —Unverified | 0 | 0 |
| Extracting task trees using knowledge retrieval search algorithms in functional object-oriented network | Nov 15, 2022 | RetrievalTask Planning | —Unverified | 0 | 0 |
| Exploring 3D Activity Reasoning and Planning: From Implicit Human Intentions to Route-Aware Planning | Mar 17, 2025 | Scene SegmentationTask Planning | —Unverified | 0 | 0 |
| Building a Stable Planner: An Extended Finite State Machine Based Planning Module for Mobile GUI Agent | May 20, 2025 | Task Planning | —Unverified | 0 | 0 |
| Exploration and Coordination of Complementary Multi-Robot Teams in a Hunter and Gatherer Scenario | Dec 12, 2019 | Task Planning | —Unverified | 0 | 0 |
| Evaluating Recipes Generated from Functional Object-Oriented Network | Jun 1, 2021 | FormObject | —Unverified | 0 | 0 |
| Broadly-Exploring, Local-Policy Trees for Long-Horizon Task Planning | Oct 13, 2020 | Motion PlanningTask Planning | —Unverified | 0 | 0 |
| ET-Plan-Bench: Embodied Task-level Planning Benchmark Towards Spatial-Temporal Cognition with Foundation Models | Oct 2, 2024 | DiagnosticTask Planning | —Unverified | 0 | 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 | 0 |
| AlignBot: Aligning VLM-powered Customized Task Planning with User Reminders Through Fine-Tuning for Household Robots | Sep 18, 2024 | Task Planning | —Unverified | 0 | 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 | 0 |
| ChemGraph: An Agentic Framework for Computational Chemistry Workflows | Jun 3, 2025 | Computational chemistryGraph Neural Network | —Unverified | 0 | 0 |
| Belief Scene Graphs: Expanding Partial Scenes with Objects through Computation of Expectation | Feb 6, 2024 | Common Sense ReasoningTask Planning | —Unverified | 0 | 0 |
| Encoding Reusable Multi-Robot Planning Strategies as Abstract Hypergraphs | Sep 16, 2024 | Robot Task PlanningTask Planning | —Unverified | 0 | 0 |
| Being-0: A Humanoid Robotic Agent with Vision-Language Models and Modular Skills | Mar 16, 2025 | Task Planning | —Unverified | 0 | 0 |
| EMPOWER: Embodied Multi-role Open-vocabulary Planning with Online Grounding and Execution | Aug 30, 2024 | Task Planning | —Unverified | 0 | 0 |