Top Tweets for #DomainRandomization
シミュレータを使うのは、実機が用意できないからではない。
デモで動いたロボットが現場で止まるのは、性能ではなく条件が変わるからだ。照明も物の置き方も毎回違う。
だから条件のほうを振り、VR遠隔操作で学習データを集めている
#PhysicalAI #DomainRandomization #SimToReal #Teleoperation
本日は、VRデバイスとシミュレータを連携し、シミュレータ上の仮想ロボットを遠隔操作する取り組みの紹介です。
シミュレータ上で物体の位置・照明など様々な条件を変更し、遠隔操作データをAIモデルの学習用に収集しています。多様なデータによる学習によって、条件変化に強いAIモデルの構築を目指しています。
#JDSC #physicalAI

Hi! This week in the robot learning seminar, we will have Sayantan Auddy from @TUBerlin. His talk is titled "Continual Learning for Robotic Manipulation". See you at 11:30AM ET!
https://t.co/o42c0yyE3J
#manipulation #continualLearning
#domainRandomization

Reinforcement Learning: Empowering Real-World Transformation in Robotics
#AI #artificialintelligence #domainadaptation #domainrandomization #llm #machinelearning #OpenAIsDactylproject #ReinforcementLearning #Robotics #simtorealgap #trialanderror
https://t.co/a02ckva18L

Excellent article on #AI enabled #Robotics in @WIRED
Developing AI and robotics applications? Join us at GTC Nov 9 to learn more on NVIDIA Isaac Sim on #Omniverse for #syntheticdata, #domainrandomization & training complex behaviors in these systems using #reinforcementlearning
Crawl, walk, run? Learn about how NVIDIA researchers trained thousands of #AI robots to walk in minutes using massive parallelism deep reinforcement learning. @ETH @WIREDBusiness #Robotics #MachineLearning https://t.co/0odV4mxU9v
Pieter Abbeel Team Proposes Task-Agnostic RL Method to Auto-Tune Simulations to the Real World | https://t.co/iDPRdAnjJd
#AI #ML #ArtificialIntelligence #MachineLearning #Technology #Techblog #DomainRandomization #ReinforcementLearning #RL #FeatureEngineering

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