| Leveraging Pre-trained Large Language Models with Refined Prompting for Online Task and Motion Planning | Apr 30, 2025 | Large Language ModelMotion Planning | —Unverified | 0 |
| FindAnything: Open-Vocabulary and Object-Centric Mapping for Robot Exploration in Any Environment | Apr 11, 2025 | 3D geometryNatural Language Queries | —Unverified | 0 |
| Belief Scene Graphs: Expanding Partial Scenes with Objects through Computation of Expectation | Feb 6, 2024 | Common Sense ReasoningTask Planning | —Unverified | 0 |
| FLAP: Flow-Adhering Planning with Constrained Decoding in LLMs | Mar 9, 2024 | Task 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 |
| From Abstractions to Grounded Languages for Robust Coordination of Task Planning Robots | May 1, 2019 | Multi-Agent Path FindingTask Planning | —Unverified | 0 |
| Encoding Reusable Multi-Robot Planning Strategies as Abstract Hypergraphs | Sep 16, 2024 | Robot Task PlanningTask Planning | —Unverified | 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 |
| From Virtual to Real: A Framework for Verbal Interaction with Robots | Jun 1, 2019 | Natural Language UnderstandingObject Recognition | —Unverified | 0 |
| From Words to Actions: Unveiling the Theoretical Underpinnings of LLM-Driven Autonomous Systems | May 30, 2024 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 |
| Being-0: A Humanoid Robotic Agent with Vision-Language Models and Modular Skills | Mar 16, 2025 | Task Planning | —Unverified | 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 |
| General-Purpose Aerial Intelligent Agents Empowered by Large Language Models | Mar 11, 2025 | Motion PlanningScene Understanding | —Unverified | 0 |
| General-purpose Clothes Manipulation with Semantic Keypoints | Aug 15, 2024 | Action GenerationLanguage Modeling | —Unverified | 0 |
| Learning Action Duration and Synergy in Task Planning for Human-Robot Collaboration | Oct 21, 2022 | Task Planning | —Unverified | 0 |
| Generating Plannable Lifted Action Models for Visually Generated Logical Predicates | Jan 1, 2021 | Task Planning | —Unverified | 0 |
| EMPOWER: Embodied Multi-role Open-vocabulary Planning with Online Grounding and Execution | Aug 30, 2024 | Task Planning | —Unverified | 0 |
| Embodied Instruction Following in Unknown Environments | Jun 17, 2024 | Instruction FollowingTask Planning | —Unverified | 0 |
| Behavior Tree-Based Task Planning for Multiple Mobile Robots using a Data Distribution Service | Jan 26, 2022 | Task Planning | —Unverified | 0 |
| GPT-4V(ision) for Robotics: Multimodal Task Planning from Human Demonstration | Nov 20, 2023 | HallucinationLanguage Modeling | —Unverified | 0 |
| Comparing Reconstruction- and Contrastive-based Models for Visual Task Planning | Sep 14, 2021 | Representation LearningTask Planning | —Unverified | 0 |
| Compact Belief State Representation for Task Planning | Aug 21, 2020 | Task Planning | —Unverified | 0 |
| GRILLBot: A multi-modal conversational agent for complex real-world tasks | Sep 1, 2022 | ManagementNavigate | —Unverified | 0 |
| Grounded Vision-Language Interpreter for Integrated Task and Motion Planning | Jun 3, 2025 | Motion PlanningTask and Motion Planning | —Unverified | 0 |
| Learning Concept-Based Causal Transition and Symbolic Reasoning for Visual Planning | Oct 5, 2023 | Task Planning | —Unverified | 0 |
| LEAGUE: Guided Skill Learning and Abstraction for Long-Horizon Manipulation | Oct 23, 2022 | Deep Reinforcement LearningMotion Planning | —Unverified | 0 |
| DREAM: Decentralized Reinforcement Learning for Exploration and Efficient Energy Management in Multi-Robot Systems | Sep 29, 2023 | Efficient Explorationenergy management | —Unverified | 0 |
| Balancing Explicability and Explanation in Human-Aware Planning | Aug 1, 2017 | Decision MakingExplanation Generation | —Unverified | 0 |
| Dobby: A Conversational Service Robot Driven by GPT-4 | Oct 10, 2023 | AI AgentDecision Making | —Unverified | 0 |
| DKPROMPT: Domain Knowledge Prompting Vision-Language Models for Open-World Planning | Jun 25, 2024 | Robot Task PlanningTask Planning | —Unverified | 0 |
| BadRobot: Jailbreaking Embodied LLMs in the Physical World | Jul 16, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Divide-Then-Aggregate: An Efficient Tool Learning Method via Parallel Tool Invocation | Jan 21, 2025 | Task Planning | —Unverified | 0 |
| Autonomous task planning and situation awareness in robotic surgery | Apr 19, 2020 | Motion PlanningTask Planning | —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 |
| Autonomous Behavior Planning For Humanoid Loco-manipulation Through Grounded Language Model | Aug 15, 2024 | Decision MakingLanguage Modeling | —Unverified | 0 |
| Towards Coarse-grained Visual Language Navigation Task Planning Enhanced by Event Knowledge Graph | Aug 5, 2024 | Language ModellingLarge Language Model | —Unverified | 0 |
| Large Language Models for Robotics: Opportunities, Challenges, and Perspectives | Jan 9, 2024 | Robot Task PlanningTask Planning | —Unverified | 0 |
| Learning Hierarchical Control Systems for Autonomous Systems with Energy Constraints | Mar 21, 2024 | energy managementManagement | —Unverified | 0 |
| Automating Transfer of Robot Task Plans using Functorial Data Migrations | Jun 22, 2024 | Task Planning | —Unverified | 0 |
| A Framework for Benchmarking and Aligning Task-Planning Safety in LLM-Based Embodied Agents | Apr 20, 2025 | BenchmarkingTask Planning | —Unverified | 0 |
| DELTA: Decomposed Efficient Long-Term Robot Task Planning using Large Language Models | Apr 4, 2024 | Common Sense ReasoningComputational Efficiency | —Unverified | 0 |
| DeComplex: Task planning from complex natural instructions by a collocating robot | Aug 23, 2020 | Task Planning | —Unverified | 0 |
| AutoGPT+P: Affordance-based Task Planning with Large Language Models | Feb 16, 2024 | object-detectionObject Detection | —Unverified | 0 |
| VIKI-R: Coordinating Embodied Multi-Agent Cooperation via Reinforcement Learning | Jun 10, 2025 | Task PlanningVisual Reasoning | —Unverified | 0 |
| Decentralized Task Allocation in Multi-Robot Systems via Bipartite Graph Matching Augmented with Fuzzy Clustering | Jul 20, 2018 | ClusteringDisaster Response | —Unverified | 0 |
| Affordances-Oriented Planning using Foundation Models for Continuous Vision-Language Navigation | Jul 8, 2024 | Decision MakingMotion Planning | —Unverified | 0 |
| Investigating the Effectiveness of a Socratic Chain-of-Thoughts Reasoning Method for Task Planning in Robotics, A Case Study | Mar 11, 2025 | Code GenerationTask Planning | —Unverified | 0 |
| AT-MoE: Adaptive Task-planning Mixture of Experts via LoRA Approach | Oct 12, 2024 | Mixture-of-ExpertsTask Planning | —Unverified | 0 |
| Knowledge Retrieval using Foon | Nov 6, 2022 | RetrievalTask Planning | —Unverified | 0 |
| Interactive Task Planning with Language Models | Oct 16, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |