This is the accompanying video for the paper “Open-Ended Learning Leads to Generally Capable Agents“ (DeepMind 2021). All results shown are with the same agent and on hand-authored probe tasks that were held out of training. Further reading blog: Paper: Timestamps of Results: 00:00 Intro 00:24 Tag Fiesta 01:23 King of the Hill 02:18 Hide and Seek 04:22 Capture the Flag 06:57 Catch 'em All 07:53 Choose Wisely 08:47 Nowhere to Hide 09:33 Stop Roll 10:43 Near not Near 11:53 See not See 12:42 Build Ramp 14:26 Outro
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