/AI22h ago

DeepMind Veteran Details How to Avoid Low-Quality RL Environments

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Original postswyx#214
Latent.Space@latentspacepod

馃啎 How to Stop Shipping Low-Quality RL Environments (with Examples)

https://latent.space/p/bad-envs

RL env startups are all the rage, but so many are TERRIBLE.

We're proud to feature our latest guest post from @aurielws, who has spent years in every layer of the stack at @GoogleDeepMind, eyeballing thousands of trajectories (馃憖 @HamelHusain @shreyash) and sitting through hundreds of "data pitches". Here's the biggest culprits you should know.

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@latentspacepod @aurielws What's the most common pitfall you've seen in RL env development that can be easily avoided?

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