SOTAVerified

Robot Task Planning

Papers

Showing 110 of 48 papers

TitleStatusHype
RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-WorldCode2
COHERENT: Collaboration of Heterogeneous Multi-Robot System with Large Language ModelsCode2
Parsel: Algorithmic Reasoning with Language Models by Composing DecompositionsCode2
Do As I Can, Not As I Say: Grounding Language in Robotic AffordancesCode2
You Only Demonstrate Once: Category-Level Manipulation from Single Visual DemonstrationCode2
Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied AgentsCode2
3D Dynamic Scene Graphs: Actionable Spatial Perception with Places, Objects, and HumansCode2
LLM+MAP: Bimanual Robot Task Planning using Large Language Models and Planning Domain Definition LanguageCode1
MRBTP: Efficient Multi-Robot Behavior Tree Planning and CollaborationCode1
SELP: Generating Safe and Efficient Task Plans for Robot Agents with Large Language ModelsCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PackNNAverage Reward64.9Unverified
2Heuristic Largest First-Aligned-BLBFAverage Reward59.2Unverified
3Heuristic Largest First-Aligned-RandomAverage Reward49.4Unverified
4Heuristic Random-Aligned-BLBFAverage Reward41.9Unverified
#ModelMetricClaimedVerifiedStatus
1SheetAgent (GPT-3.5)Pass@161.1Unverified
2SheetCopilot (NIPS2023)Pass@144.3Unverified