| VoicePilot: Harnessing LLMs as Speech Interfaces for Physically Assistive Robots | Apr 5, 2024 | Code GenerationTask Planning | —Unverified | 0 |
| DELTA: Decomposed Efficient Long-Term Robot Task Planning using Large Language Models | Apr 4, 2024 | Common Sense ReasoningComputational Efficiency | —Unverified | 0 |
| A Survey of Optimization-based Task and Motion Planning: From Classical To Learning Approaches | Apr 3, 2024 | Motion PlanningSurvey | —Unverified | 0 |
| Survey on Large Language Model-Enhanced Reinforcement Learning: Concept, Taxonomy, and Methods | Mar 30, 2024 | Autonomous DrivingLanguage Modeling | —Unverified | 0 |
| Enhancing the General Agent Capabilities of Low-Parameter LLMs through Tuning and Multi-Branch Reasoning | Mar 29, 2024 | HallucinationTask Planning | CodeCode Available | 0 |
| Prioritize Team Actions: Multi-Agent Temporal Logic Task Planning with Ordering Constraints | Mar 26, 2024 | Task Planning | —Unverified | 0 |
| GOLF: Goal-Oriented Long-term liFe tasks supported by human-AI collaboration | Mar 25, 2024 | Decision MakingInformation Retrieval | —Unverified | 0 |
| TwoStep: Multi-agent Task Planning using Classical Planners and Large Language Models | Mar 25, 2024 | Task Planning | —Unverified | 0 |
| Learning Hierarchical Control Systems for Autonomous Systems with Energy Constraints | Mar 21, 2024 | energy managementManagement | —Unverified | 0 |
| Natural Language as Policies: Reasoning for Coordinate-Level Embodied Control with LLMs | Mar 20, 2024 | Logical ReasoningPrompt Engineering | —Unverified | 0 |
| FLAP: Flow-Adhering Planning with Constrained Decoding in LLMs | Mar 9, 2024 | Task Planning | —Unverified | 0 |
| Hierarchical Diffusion Policy for Kinematics-Aware Multi-Task Robotic Manipulation | Mar 6, 2024 | PositionTask 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 |
| Probabilistically Correct Language-based Multi-Robot Planning using Conformal Prediction | Feb 23, 2024 | Conformal PredictionTask Planning | —Unverified | 0 |
| RoboScript: Code Generation for Free-Form Manipulation Tasks across Real and Simulation | Feb 22, 2024 | Code GenerationCommon Sense Reasoning | —Unverified | 0 |
| WorldCoder, a Model-Based LLM Agent: Building World Models by Writing Code and Interacting with the Environment | Feb 19, 2024 | Program SynthesisTask Planning | —Unverified | 0 |
| AutoGPT+P: Affordance-based Task Planning with Large Language Models | Feb 16, 2024 | object-detectionObject Detection | —Unverified | 0 |
| Belief Scene Graphs: Expanding Partial Scenes with Objects through Computation of Expectation | Feb 6, 2024 | Common Sense ReasoningTask Planning | —Unverified | 0 |
| Learning to Visually Connect Actions and their Effects | Jan 19, 2024 | Object TrackingTask Planning | —Unverified | 0 |
| Consolidating Trees of Robotic Plans Generated Using Large Language Models to Improve Reliability | Jan 15, 2024 | Task Planning | —Unverified | 0 |
| Large Language Models for Robotics: Opportunities, Challenges, and Perspectives | Jan 9, 2024 | Robot Task PlanningTask Planning | —Unverified | 0 |
| Towards Bridging the Gap between High-Level Reasoning and Execution on Robots | Dec 30, 2023 | Task Planning | —Unverified | 0 |
| Unified Task and Motion Planning using Object-centric Abstractions of Motion Constraints | Dec 29, 2023 | Computational EfficiencyHeuristic Search | —Unverified | 0 |
| How to Raise a Robot -- A Case for Neuro-Symbolic AI in Constrained Task Planning for Humanoid Assistive Robots | Dec 14, 2023 | Robot Task PlanningTask Planning | —Unverified | 0 |
| Self Generated Wargame AI: Double Layer Agent Task Planning Based on Large Language Model | Dec 2, 2023 | Decision MakingLanguage Modeling | —Unverified | 0 |
| Look Before You Leap: Unveiling the Power of GPT-4V in Robotic Vision-Language Planning | Nov 29, 2023 | Task Planning | —Unverified | 0 |
| LLM-State: Open World State Representation for Long-horizon Task Planning with Large Language Model | Nov 29, 2023 | Decision MakingLanguage Modeling | —Unverified | 0 |
| RoboGPT: an intelligent agent of making embodied long-term decisions for daily instruction tasks | Nov 27, 2023 | Common Sense ReasoningTask Planning | —Unverified | 0 |
| Task Tree Retrieval For Robotic Cooking | Nov 27, 2023 | RetrievalTask Planning | —Unverified | 0 |
| GPT-4V(ision) for Robotics: Multimodal Task Planning from Human Demonstration | Nov 20, 2023 | HallucinationLanguage Modeling | —Unverified | 0 |
| TPTU-v2: Boosting Task Planning and Tool Usage of Large Language Model-based Agents in Real-world Systems | Nov 19, 2023 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| A Language Agent for Autonomous Driving | Nov 17, 2023 | Autonomous DrivingCommon Sense Reasoning | CodeCode Available | 0 |
| Interactive Task Planning with Language Models | Oct 16, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Mastering Robot Manipulation with Multimodal Prompts through Pretraining and Multi-task Fine-tuning | Oct 14, 2023 | In-Context LearningInstruction Following | —Unverified | 0 |
| LLaMA Rider: Spurring Large Language Models to Explore the Open World | Oct 13, 2023 | Decision MakingMinecraft | —Unverified | 0 |
| Tree-Planner: Efficient Close-loop Task Planning with Large Language Models | Oct 12, 2023 | Decision MakingTask Planning | —Unverified | 0 |
| Dobby: A Conversational Service Robot Driven by GPT-4 | Oct 10, 2023 | AI AgentDecision Making | —Unverified | 0 |
| Learning Concept-Based Causal Transition and Symbolic Reasoning for Visual Planning | Oct 5, 2023 | Task 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 |
| NNgTL: Neural Network Guided Optimal Temporal Logic Task Planning for Mobile Robots | Sep 25, 2023 | NavigateTask Planning | CodeCode Available | 0 |
| LLMR: Real-time Prompting of Interactive Worlds using Large Language Models | Sep 21, 2023 | Language ModelingLanguage Modelling | —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 |
| Recommender AI Agent: Integrating Large Language Models for Interactive Recommendations | Aug 31, 2023 | AI AgentRecommendation Systems | CodeCode Available | 0 |
| LLM-Based Human-Robot Collaboration Framework for Manipulation Tasks | Aug 29, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Using Knowledge Representation and Task Planning for Robot-agnostic Skills on the Example of Contact-Rich Wiping Tasks | Aug 27, 2023 | PositionTask Planning | —Unverified | 0 |
| ISR-LLM: Iterative Self-Refined Large Language Model for Long-Horizon Sequential Task Planning | Aug 26, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Skill Transformer: A Monolithic Policy for Mobile Manipulation | Aug 19, 2023 | Task Planning | —Unverified | 0 |
| TPTU: Large Language Model-based AI Agents for Task Planning and Tool Usage | Aug 7, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| InterAct: Exploring the Potentials of ChatGPT as a Cooperative Agent | Aug 3, 2023 | Decision MakingLanguage Modeling | —Unverified | 0 |
| Heterogeneous Embodied Multi-Agent Collaboration | Jul 26, 2023 | object-detectionObject Detection | —Unverified | 0 |