Learning agile soccer skills for a bipedal robot with deep reinforcement learning.
Haarnoja T, Moran B, Lever G, Huang SH, Tirumala D, Humplik J, Wulfmeier M, Tunyasuvunakool S, Siegel NY, Hafner R, Bloesch M, Hartikainen K, Byravan A, Hasenclever L, Tassa Y, Sadeghi F, Batchelor N, Casarini F, Saliceti S, Game C, Sreendra N, Patel K, Gwira M, Huber A, Hurley N, Nori F, Hadsell R, Heess N.
Haarnoja T, et al.
Sci Robot. 2024 Apr 10;9(89):eadi8022. doi: 10.1126/scirobotics.adi8022. Epub 2024 Apr 10.
Sci Robot. 2024.
PMID: 38598610
The agent's tactical behavior adapts to specific game contexts in a way that would be impractical to manually design. Our agent was trained in simulation and transferred to real robots zero-shot. ...
The agent's tactical behavior adapts to specific game contexts in a way that would be impractical to manually design. Our agent was t …