google / google/brax

Short-horizon actor-critic

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Description

It occurred to me that this recent paper is an interesting one to implement inside brax

One of the cool things about brax is its differentiability, but as I understand it, attempt to leverage that thus on the type of environments that brax includes has not been very fruitful thus far; but [this](https://short-horizon-actor-critic.github.io/
) paper seems to quite nicely bridge that gap between diff-physics and RL. It makes a lot of sense to truncate trajectories with a learned critic.

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