| Hierarchical Debate-Based Large Language Model (LLM) for Complex Task Planning of 6G Network Management | Jun 6, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Understanding Physical Properties of Unseen Deformable Objects by Leveraging Large Language Models and Robot Actions | Jun 4, 2025 | Motion PlanningTask and Motion Planning | —Unverified | 0 |
| Tru-POMDP: Task Planning Under Uncertainty via Tree of Hypotheses and Open-Ended POMDPs | Jun 3, 2025 | ObjectObject Rearrangement | —Unverified | 0 |
| ChemGraph: An Agentic Framework for Computational Chemistry Workflows | Jun 3, 2025 | Computational chemistryGraph Neural Network | —Unverified | 0 |
| Grounded Vision-Language Interpreter for Integrated Task and Motion Planning | Jun 3, 2025 | Motion PlanningTask and Motion Planning | —Unverified | 0 |
| LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks | May 31, 2025 | Task PlanningVision-Language-Action | —Unverified | 0 |
| MASTER: Multi-Agent Security Through Exploration of Roles and Topological Structures -- A Comprehensive Framework | May 24, 2025 | Task Planning | —Unverified | 0 |
| Robo2VLM: Visual Question Answering from Large-Scale In-the-Wild Robot Manipulation Datasets | May 21, 2025 | Dataset GenerationDescriptive | —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 |
| APEX: Empowering LLMs with Physics-Based Task Planning for Real-time Insight | May 20, 2025 | Causal InferenceDecision Making | CodeCode Available | 0 |
| REI-Bench: Can Embodied Agents Understand Vague Human Instructions in Task Planning? | May 16, 2025 | Large Language ModelRobot Task Planning | —Unverified | 0 |
| LODGE: Joint Hierarchical Task Planning and Learning of Domain Models with Grounded Execution | May 15, 2025 | Robot ManipulationTask Planning | —Unverified | 0 |
| Achieving Scalable Robot Autonomy via neurosymbolic planning using lightweight local LLM | May 13, 2025 | 16k8k | CodeCode Available | 0 |
| PIPA: A Unified Evaluation Protocol for Diagnosing Interactive Planning Agents | May 2, 2025 | Instruction FollowingResponse Generation | —Unverified | 0 |
| Leveraging Pre-trained Large Language Models with Refined Prompting for Online Task and Motion Planning | Apr 30, 2025 | Large Language ModelMotion Planning | —Unverified | 0 |
| CoordField: Coordination Field for Agentic UAV Task Allocation In Low-altitude Urban Scenarios | Apr 30, 2025 | Task Planning | —Unverified | 0 |
| NORA: A Small Open-Sourced Generalist Vision Language Action Model for Embodied Tasks | Apr 28, 2025 | Task PlanningVision-Language-Action | —Unverified | 0 |
| Robo-Troj: Attacking LLM-based Task Planners | Apr 23, 2025 | Backdoor AttackDiversity | —Unverified | 0 |
| A Framework for Benchmarking and Aligning Task-Planning Safety in LLM-Based Embodied Agents | Apr 20, 2025 | BenchmarkingTask Planning | —Unverified | 0 |
| InstructRAG: Leveraging Retrieval-Augmented Generation on Instruction Graphs for LLM-Based Task Planning | Apr 17, 2025 | Meta-LearningMeta Reinforcement Learning | —Unverified | 0 |
| FindAnything: Open-Vocabulary and Object-Centric Mapping for Robot Exploration in Any Environment | Apr 11, 2025 | 3D geometryNatural Language Queries | —Unverified | 0 |
| Personality-Driven Decision-Making in LLM-Based Autonomous Agents | Apr 1, 2025 | Decision MakingScheduling | —Unverified | 0 |
| Visual Environment-Interactive Planning for Embodied Complex-Question Answering | Apr 1, 2025 | Question AnsweringTask Planning | —Unverified | 0 |
| Adaptive Interactive Navigation of Quadruped Robots using Large Language Models | Mar 29, 2025 | Motion PlanningTask Planning | —Unverified | 0 |
| REMAC: Self-Reflective and Self-Evolving Multi-Agent Collaboration for Long-Horizon Robot Manipulation | Mar 28, 2025 | Robot ManipulationTask Planning | —Unverified | 0 |