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Communications of the ACM

ACM Opinion

Evolution Strategies as a Scalable Alternative to Reinforcement Learning

Evolution strategies

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.

From OpenAI
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