Search Results - "Kuang, Yuheng"
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1
Achieving Human Level Competitive Robot Table Tennis
Published 07-08-2024“…Achieving human-level speed and performance on real world tasks is a north star for the robotics research community. This work takes a step towards that goal…”
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Robotic Table Tennis: A Case Study into a High Speed Learning System
Published 06-09-2023“…We present a deep-dive into a real-world robotic learning system that, in previous work, was shown to be capable of hundreds of table tennis rallies with a…”
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RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control
Published 28-07-2023“…We study how vision-language models trained on Internet-scale data can be incorporated directly into end-to-end robotic control to boost generalization and…”
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Barkour: Benchmarking Animal-level Agility with Quadruped Robots
Published 23-05-2023“…Animals have evolved various agile locomotion strategies, such as sprinting, leaping, and jumping. There is a growing interest in developing legged robots that…”
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5
RT-1: Robotics Transformer for Real-World Control at Scale
Published 13-12-2022“…By transferring knowledge from large, diverse, task-agnostic datasets, modern machine learning models can solve specific downstream tasks either zero-shot or…”
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Do As I Can, Not As I Say: Grounding Language in Robotic Affordances
Published 04-04-2022“…Large language models can encode a wealth of semantic knowledge about the world. Such knowledge could be extremely useful to robots aiming to act upon…”
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