Open-Ended Learning Leads to Generally Capable Agents | Results Showreel

Open-Ended Learning Leads to Generally Capable Agents | Results Showreel

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United Kingdom Google DeepMind
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Published on ● Video Link: https://www.youtube.com/watch?v=lTmL7jwFfdw


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Duration: 14:36
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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: https://deepmind.com/blog/article/generally-capable-agents-emerge-from-open-ended-play
Paper: https://deepmind.com/research/publications/open-ended-learning-leads-to-generally-capable-agents

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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