Jason Lee
@jasondeanlee.bsky.social
Associate Professor at Princeton
Machine Learning Researcher
Machine Learning Researcher
Representative results:
Settling the sampling complexity of RL: arxiv.org/abs/2307.13586
Optimal Muti-Distribution Learning (solved a COLT 2023 open problem): arxiv.org/abs/2312.05134
Anytime Acceleration of Gradient Descent (solved a COLT 2024 open problem): arxiv.org/abs/2411.17668
Settling the sampling complexity of RL: arxiv.org/abs/2307.13586
Optimal Muti-Distribution Learning (solved a COLT 2023 open problem): arxiv.org/abs/2312.05134
Anytime Acceleration of Gradient Descent (solved a COLT 2024 open problem): arxiv.org/abs/2411.17668
Settling the Sample Complexity of Online Reinforcement Learning
A central issue lying at the heart of online reinforcement learning (RL) is data efficiency. While a number of recent works achieved asymptotically minimal regret in online RL, the optimality of these...
arxiv.org
November 27, 2024 at 8:54 PM
Representative results:
Settling the sampling complexity of RL: arxiv.org/abs/2307.13586
Optimal Muti-Distribution Learning (solved a COLT 2023 open problem): arxiv.org/abs/2312.05134
Anytime Acceleration of Gradient Descent (solved a COLT 2024 open problem): arxiv.org/abs/2411.17668
Settling the sampling complexity of RL: arxiv.org/abs/2307.13586
Optimal Muti-Distribution Learning (solved a COLT 2023 open problem): arxiv.org/abs/2312.05134
Anytime Acceleration of Gradient Descent (solved a COLT 2024 open problem): arxiv.org/abs/2411.17668
What's known about the 1.27 lower bound? It's a guess or there is a reason ppl believe it's fundamental?
November 27, 2024 at 5:50 PM
What's known about the 1.27 lower bound? It's a guess or there is a reason ppl believe it's fundamental?
Reposted by Jason Lee
Starter packs are helpful as well as the twitter import tool chromewebstore.google.com/detail/sky-f...
Sky Follower Bridge - Chrome Web Store
Instantly find and follow the same users from your Twitter follows on Bluesky.
chromewebstore.google.com
November 23, 2024 at 8:36 PM
Starter packs are helpful as well as the twitter import tool chromewebstore.google.com/detail/sky-f...
Takes too much clicking...
November 23, 2024 at 7:18 PM
Takes too much clicking...