SOTAVerified

Robot Task Planning

Papers

Showing 2130 of 48 papers

TitleStatusHype
Task Planning in Robotics: an Empirical Comparison of PDDL-based and ASP-based Systems0
SayPlan: Grounding Large Language Models using 3D Scene Graphs for Scalable Robot Task Planning0
REI-Bench: Can Embodied Agents Understand Vague Human Instructions in Task Planning?0
CLIMB: Language-Guided Continual Learning for Task Planning with Iterative Model Building0
DELTA: Decomposed Efficient Long-Term Robot Task Planning using Large Language Models0
DKPROMPT: Domain Knowledge Prompting Vision-Language Models for Open-World Planning0
Encoding Reusable Multi-Robot Planning Strategies as Abstract Hypergraphs0
How to Raise a Robot -- A Case for Neuro-Symbolic AI in Constrained Task Planning for Humanoid Assistive Robots0
Inferring Forces and Learning Human Utilities From Videos0
Large Language Models for Robotics: Opportunities, Challenges, and Perspectives0
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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