Antoine Moulin
@antoine-mln.bsky.social
doing a phd in RL/online learning on questions related to exploration and adaptivity
> https://antoine-moulin.github.io/
> https://antoine-moulin.github.io/
new preprint with the amazing @lviano.bsky.social and @neu-rips.bsky.social on offline imitation learning! learned a lot :)
when the expert is hard to represent but the environment is simple, estimating a Q-value rather than the expert directly may be beneficial. lots of open questions left though!
when the expert is hard to represent but the environment is simple, estimating a Q-value rather than the expert directly may be beneficial. lots of open questions left though!
May 27, 2025 at 7:13 AM
new preprint with the amazing @lviano.bsky.social and @neu-rips.bsky.social on offline imitation learning! learned a lot :)
when the expert is hard to represent but the environment is simple, estimating a Q-value rather than the expert directly may be beneficial. lots of open questions left though!
when the expert is hard to represent but the environment is simple, estimating a Q-value rather than the expert directly may be beneficial. lots of open questions left though!
super happy about this preprint! we can *finally* perform efficient exploration and find near-optimal stationary policies in infinite-horizon linear MDPs, and even use it for imitation learning :) working with @neu-rips.bsky.social and @lviano.bsky.social on this was so much fun!!
February 20, 2025 at 5:45 PM
super happy about this preprint! we can *finally* perform efficient exploration and find near-optimal stationary policies in infinite-horizon linear MDPs, and even use it for imitation learning :) working with @neu-rips.bsky.social and @lviano.bsky.social on this was so much fun!!
Yesterday was my last day at Google DeepMind. Interning there when the first GDM Nobel prize, AlphaProof, the Gemini releases and more all happened and having such amazing/ambitious colleagues was quite humbling and really exciting. I look forward to 2025!
December 21, 2024 at 10:51 AM
Yesterday was my last day at Google DeepMind. Interning there when the first GDM Nobel prize, AlphaProof, the Gemini releases and more all happened and having such amazing/ambitious colleagues was quite humbling and really exciting. I look forward to 2025!