5 ms·
Google's DeepMind AI just taught itself to walk
- lunlelo 9y agoThank you for the vid
- anotheryou 9y agoClearly needs some energy constraint factored in to look less like monty python :) I also wonder if the gravity is realistic. A similar video from 2013: https://www.youtube.com/watch?v=pgaEE27nsQw https://www.youtube.com/watch?v=pgaEE27nsQw Looks much smoother, because of muscle and nerve simulations. At 0:55 you can see the generations learning how to walk.
- honestoHeminway 9y agoWe are pretty good at walking and moving fast forward.. I wonder how fast a AI could get at climbing- walking alterations, when given a challenging terrain..
- throwaway198411 9y agosilly deepmind, toes are for walking heels are for balance
- bko 9y agoIf anyone is interested in learning more how reinforcement learning works, I would highly recommend openai gym [0]. It provides a controlled environment where you can develop learning algorithms to accomplish an objective goal. It also has a walkers similar to the one in the video [1]. For learning more about reinforcement learning, I would recommend Richard S. Sutton book Reinforcement Learning: An Introduction. He has a new draft available free online [2]. Or the course Practical RL [3]. [0] https://gym.openai.com/envs https://gym.openai.com/envs [1] https://gym.openai.com/envs#mujoco https://gym.openai.com/envs#mujoco [2] http://ufal.mff.cuni.cz/~straka/courses/npfl114/2016/sutton-bookdraft2016sep.pdf http://ufal.mff.cuni.cz/~straka/courses/npfl114/2016/sutton-... [3] https://github.com/yandexdataschool/Practical_RL https://github.com/yandexdataschool/Practical_RL
- pepon 9y agoone more sensationalist headline for deepmind https://www.google.es/search?q=mujoco+learning+to+walk#q=mujoco+learning+to+walk&tbm=vid https://www.google.es/search?q=mujoco+learning+to+walk#q=muj...