SOTAVerified

Robot Task Planning

Papers

Showing 11–20 of 48 papers

TitleStatusHype
SELP: Generating Safe and Efficient Task Plans for Robot Agents with Large Language ModelsCode1
COHERENT: Collaboration of Heterogeneous Multi-Robot System with Large Language ModelsCode2
Encoding Reusable Multi-Robot Planning Strategies as Abstract Hypergraphs—0
Nl2Hltl2Plan: Scaling Up Natural Language Understanding for Multi-Robots Through Hierarchical Temporal Logic Task Representation—0
DKPROMPT: Domain Knowledge Prompting Vision-Language Models for Open-World Planning—0
DELTA: Decomposed Efficient Long-Term Robot Task Planning using Large Language Models—0
Natural Language as Policies: Reasoning for Coordinate-Level Embodied Control with LLMs—0
SheetAgent: Towards A Generalist Agent for Spreadsheet Reasoning and Manipulation via Large Language Models—0
Large Language Models for Robotics: Opportunities, Challenges, and Perspectives—0
How to Raise a Robot -- A Case for Neuro-Symbolic AI in Constrained Task Planning for Humanoid Assistive Robots—0
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Benchmark Results

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