Eric Moulines

Q-learning regret bounds can be achieved without optimism, but are highly sensitive to the suboptimality gap, motivating a new smoothed exploration strategy.

Skip the expensive gradients: a simple VJP-free approximation lets you edit images and videos with diffusion models just as well as training-heavy approaches.