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Evolution strategies as a scalable alternative to reinforcement learning

ID
986
Status
new
Published
24 Mar 2017, 3:00 PM
Fetched
27 Jun 2026, 7:47 PM
Provider
OpenAI News
Category
ai-labs
Original URL
https://openai.com/index/evolution-strategies
Source URL
https://openai.com/news/rss.xml

Excerpt

We’ve discovered that evolution strategies (ES), an optimization technique that’s been known for decades, rivals the performance of standard reinforcement learning (RL) techniques on modern RL benchmarks (e.g. Atari/MuJoCo), while overcoming many of RL’s inconveniences.

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