SOTAVerified

Robot Task Planning

Papers

Showing 1120 of 48 papers

TitleStatusHype
CaTGrasp: Learning Category-Level Task-Relevant Grasping in Clutter from SimulationCode1
MRBTP: Efficient Multi-Robot Behavior Tree Planning and CollaborationCode1
SELP: Generating Safe and Efficient Task Plans for Robot Agents with Large Language ModelsCode1
REFLECT: Summarizing Robot Experiences for Failure Explanation and CorrectionCode1
PackIt: A Virtual Environment for Geometric PlanningCode1
BusyBot: Learning to Interact, Reason, and Plan in a BusyBoard EnvironmentCode1
LLM+MAP: Bimanual Robot Task Planning using Large Language Models and Planning Domain Definition LanguageCode1
Q-attention: Enabling Efficient Learning for Vision-based Robotic ManipulationCode1
Vision-Language Interpreter for Robot Task PlanningCode1
Task Planning with a Weighted Functional Object-Oriented NetworkCode0
Show:102550
← PrevPage 2 of 5Next →

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