Let The Quadruped Robot Learn To Mimic Animals! Let The Quadruped Robot Learn To Mimic Animals! 07/01/2022 Reinforcement Learning
Can Robots Trained By Deep Reinforcement Learning Be Used In Factories For Assembly Tasks? Can Robots Trained By Deep Reinforcement Learning Be Used In Factories For Assembly Tasks? 13/12/2021 Reinforcement Learning
A Quadruped Robot Controller That Can Successfully Walk In Diverse Environments! A Quadruped Robot Controller That Can Successfully Walk In Diverse Environments! 08/12/2021 Reinforcement Learning
We Want To Learn Generic Rewards From Human Motion Videos That We Can Use To Train Our Robots! We Want To Learn Generic Rewards From Human Motion Videos That We Can Use To Train Our Robots! 14/10/2021 Robotics
Can Reinforcement Learning Solve Complex Tasks On Real Robots? Can Reinforcement Learning Solve Complex Tasks On Real Robots? 13/10/2021 Robotics
RRL: Improving The Sample Efficiency Of Reinforcement Learning Using ImageNet RRL: Improving The Sample Efficiency Of Reinforcement Learning Using ImageNet 20/07/2021 Reinforcement Learning
A New Algorithm For Solving Complex Tasks By Partitioning The Reinforcement Learning Task! A New Algorithm For Solving Complex Tasks By Partitioning The Reinforcement Learning Task! 19/02/2021 Reinforcement Learning
Unsupervised Reinforcement Learning With Expert Demonstration! Unsupervised Reinforcement Learning With Expert Demonstration! 15/02/2021 Reinforcement Learning
Task-Relevant Adversarial Imitation Learning: Is GAIL Obsolete? Task-Relevant Adversarial Imitation Learning: Is GAIL Obsolete? 05/02/2021 Other
Advanced Offline Model-based Reinforcement Learning! Solving A Task With A Real Robot From Image Data? Advanced Offline Model-based Reinforcement Learning! Solving A Task With A Real Robot From Image Dat ... 15/01/2021 Other
COG: A Framework For Learning Versatile Robots Using Past Experience! COG: A Framework For Learning Versatile Robots Using Past Experience! 25/12/2020 Reinforcement Learning
Parrot: Improving Sample Efficiency For Reinforcement Learning Through Prior Learning With Diverse Data Parrot: Improving Sample Efficiency For Reinforcement Learning Through Prior Learning With Diverse D ... 14/12/2020 Reinforcement Learning
RLV: A Framework For Using Video Of People Solving Tasks For Reinforcement Learning RLV: A Framework For Using Video Of People Solving Tasks For Reinforcement Learning 09/12/2020 Reinforcement Learning
Morphological Transition By Hierarchical Reinforcement Learning Morphological Transition By Hierarchical Reinforcement Learning 07/12/2020 Reinforcement Learning
Sim2real Transfer With CycleGan Integrated Into RL Sim2real Transfer With CycleGan Integrated Into RL 22/10/2020 Robotics
Physically Embedded Planning: A New Challenge For Reinforcement Learning! Can Robots Solve Symbolic Games? Physically Embedded Planning: A New Challenge For Reinforcement Learning! Can Robots Solve Symbolic ... 09/10/2020 Robotics