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sukhijab.bsky.social
Bhavya Sukhija
@sukhijab.bsky.social
16 followers 6 following 2 posts
PhD at ETH Zürich, Visiting researcher at Berkeley AI Research. Research Scientist Intern at AWS Robotics, Artificial Intelligence, Reinforcement Learning. https://sukhijab.github.io/
sukhijab.github.io
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sukhijab.bsky.social
Bhavya Sukhija @sukhijab.bsky.social · Dec 17
Huge thanks to @carlosferrazza.bsky.social and Pieter for their great supervision and for hosting me at Berkeley over the past 5 months!
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sukhijab.bsky.social
Bhavya Sukhija @sukhijab.bsky.social · Dec 17
Excited to share MaxInfoRL, a family of powerful off-policy RL algorithms! The core focus of this work was to develop simple, flexible, and scalable methods for principled exploration. Check out the thread below to see how MaxInfoRL meets these criteria while also achieving SOTA empirical results.
carlosferrazza.bsky.social
Carlo Sferrazza @carlosferrazza.bsky.social · Dec 17
🚨 New reinforcement learning algorithms 🚨

Excited to announce MaxInfoRL, a class of model-free RL algorithms that solves complex continuous control tasks (including vision-based!) by steering exploration towards informative transitions.

Details in the thread 👇
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