SOTAVerified

Robot Task Planning

Papers

Showing 3140 of 48 papers

TitleStatusHype
Natural Language as Policies: Reasoning for Coordinate-Level Embodied Control with LLMs0
SheetAgent: Towards A Generalist Agent for Spreadsheet Reasoning and Manipulation via Large Language Models0
Large Language Models for Robotics: Opportunities, Challenges, and Perspectives0
How to Raise a Robot -- A Case for Neuro-Symbolic AI in Constrained Task Planning for Humanoid Assistive Robots0
SayPlan: Grounding Large Language Models using 3D Scene Graphs for Scalable Robot Task Planning0
Robot Task Planning Based on Large Language Model Representing Knowledge with Directed Graph StructuresCode0
You Don't Know When I Will Arrive: Unpredictable Controller Synthesis for Temporal Logic Tasks0
Entropy Rate Maximization of Markov Decision Processes under Linear Temporal Logic Tasks0
Robot Task Planning and Situation Handling in Open Worlds0
0/1 Deep Neural Networks via Block Coordinate Descent0
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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