Communications of the ACM
ACM Opinion
Evolution Strategies as a Scalable Alternative to Reinforcement Learning
Credit: OpenAI
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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