| MMRo: Are Multimodal LLMs Eligible as the Brain for In-Home Robotics? | Jun 28, 2024 | Task PlanningVisual Reasoning | —Unverified | 0 |
| DKPROMPT: Domain Knowledge Prompting Vision-Language Models for Open-World Planning | Jun 25, 2024 | Robot Task PlanningTask Planning | —Unverified | 0 |
| Automating Transfer of Robot Task Plans using Functorial Data Migrations | Jun 22, 2024 | Task Planning | —Unverified | 0 |
| Diffusion-Based Failure Sampling for Evaluating Safety-Critical Autonomous Systems | Jun 20, 2024 | DenoisingTask Planning | CodeCode Available | 0 |
| Embodied Instruction Following in Unknown Environments | Jun 17, 2024 | Instruction FollowingTask Planning | —Unverified | 0 |
| DAG-Plan: Generating Directed Acyclic Dependency Graphs for Dual-Arm Cooperative Planning | Jun 14, 2024 | Task Planning | —Unverified | 0 |
| Details Make a Difference: Object State-Sensitive Neurorobotic Task Planning | Jun 14, 2024 | Dense CaptioningObject | CodeCode Available | 0 |
| RS-Agent: Automating Remote Sensing Tasks through Intelligent Agent | Jun 11, 2024 | AI AgentDescriptive | CodeCode Available | 2 |
| NYU CTF Bench: A Scalable Open-Source Benchmark Dataset for Evaluating LLMs in Offensive Security | Jun 8, 2024 | Task PlanningVulnerability Detection | CodeCode Available | 11 |
| Tool-Planner: Task Planning with Clusters across Multiple Tools | Jun 6, 2024 | Language ModellingLarge Language Model | CodeCode Available | 2 |
| CLMASP: Coupling Large Language Models with Answer Set Programming for Robotic Task Planning | Jun 5, 2024 | Task Planning | —Unverified | 0 |
| From Words to Actions: Unveiling the Theoretical Underpinnings of LLM-Driven Autonomous Systems | May 30, 2024 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 |
| Can Graph Learning Improve Planning in LLM-based Agents? | May 29, 2024 | Decision MakingGraph Learning | CodeCode Available | 2 |
| Tool Learning with Large Language Models: A Survey | May 28, 2024 | Response GenerationSurvey | CodeCode Available | 3 |
| Planning with Multi-Constraints via Collaborative Language Agents | May 26, 2024 | Language ModellingLarge Language Model | CodeCode Available | 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 |
| ManiFoundation Model for General-Purpose Robotic Manipulation of Contact Synthesis with Arbitrary Objects and Robots | May 11, 2024 | DiversityObject | —Unverified | 0 |
| LLM-Personalize: Aligning LLM Planners with Human Preferences via Reinforced Self-Training for Housekeeping Robots | Apr 22, 2024 | Imitation LearningTask Planning | —Unverified | 0 |
| Socratic Planner: Self-QA-Based Zero-Shot Planning for Embodied Instruction Following | Apr 21, 2024 | In-Context LearningInstruction Following | —Unverified | 0 |
| Learning Symbolic Task Representation from a Human-Led Demonstration: A Memory to Store, Retrieve, Consolidate, and Forget Experiences | Apr 16, 2024 | One-Shot LearningTask Planning | CodeCode Available | 0 |
| Closed-Loop Open-Vocabulary Mobile Manipulation with GPT-4V | Apr 16, 2024 | Instruction FollowingMultimodal Reasoning | —Unverified | 0 |
| VoicePilot: Harnessing LLMs as Speech Interfaces for Physically Assistive Robots | Apr 5, 2024 | Code GenerationTask Planning | —Unverified | 0 |
| Can only LLMs do Reasoning?: Potential of Small Language Models in Task Planning | Apr 5, 2024 | Task Planning | CodeCode Available | 1 |
| 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 |