Bhavya Sukhija
@sukhijab.bsky.social
PhD at ETH Zürich, Visiting researcher at Berkeley AI Research. Research Scientist Intern at AWS
Robotics, Artificial Intelligence, Reinforcement Learning.
https://sukhijab.github.io/
Robotics, Artificial Intelligence, Reinforcement Learning.
https://sukhijab.github.io/
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.
🚨 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 👇
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 👇
December 17, 2024 at 5:48 PM
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.