Pan Xu
@pan-xu.bsky.social
Assistant Professor @DukeU | Previously @Caltech @UCLA | Machine Learning | Views are my own | he/him/his. 🌈
homepage: https://panxulab.github.io/
Thrilled to share our #ICML2025 work: "Sample Complexity of Distributionally Robust Off-Dynamics Reinforcement Learning with Online Interaction"
It addresses the exploration challenge when the agent can only interact with a perturbed MDP, i.e., robust MDP
Full paper: openreview.net/pdf?id=pJdMO...
It addresses the exploration challenge when the agent can only interact with a perturbed MDP, i.e., robust MDP
Full paper: openreview.net/pdf?id=pJdMO...
July 15, 2025 at 1:28 PM
Thrilled to share our #ICML2025 work: "Sample Complexity of Distributionally Robust Off-Dynamics Reinforcement Learning with Online Interaction"
It addresses the exploration challenge when the agent can only interact with a perturbed MDP, i.e., robust MDP
Full paper: openreview.net/pdf?id=pJdMO...
It addresses the exploration challenge when the agent can only interact with a perturbed MDP, i.e., robust MDP
Full paper: openreview.net/pdf?id=pJdMO...
Just realized your #ICML2025 reviewers may have used Official Comment instead of Rebuttal Comment to reply to authors's rebuttal, and the former is invisible to authors so far. I've alerted reviewers in my AC batch to resend. I wonder how widespread this mistake is?
April 4, 2025 at 5:29 PM
Just realized your #ICML2025 reviewers may have used Official Comment instead of Rebuttal Comment to reply to authors's rebuttal, and the former is invisible to authors so far. I've alerted reviewers in my AC batch to resend. I wonder how widespread this mistake is?
Reposted by Pan Xu
ACM A.M. Turing Award Honors 2024: Andrew Barto and Richard Sutton Recognized as Pioneers of Reinforcement Learning
awards.acm.org/about/2024-t...
awards.acm.org/about/2024-t...
Andrew Barto and Richard Sutton are the recipients of the 2024 ACM A.M. Turing Award for developing the conceptual and algorithmic foundations of reinforcement learning.
Andrew Barto and Richard Sutton as the recipients of the 2024 ACM A.M. Turing Award for developing the conceptual and algorithmic foundations of reinforcement learning. In a series of papers beginning...
awards.acm.org
March 5, 2025 at 10:45 AM
ACM A.M. Turing Award Honors 2024: Andrew Barto and Richard Sutton Recognized as Pioneers of Reinforcement Learning
awards.acm.org/about/2024-t...
awards.acm.org/about/2024-t...
Reposted by Pan Xu
🚨🚨 RLC deadline has been extended by a week! Abstract deadline is Feb. 21 with a paper deadline of Feb. 28 🚨🚨. Please spread the word!
February 8, 2025 at 6:05 PM
🚨🚨 RLC deadline has been extended by a week! Abstract deadline is Feb. 21 with a paper deadline of Feb. 28 🚨🚨. Please spread the word!
Reposted by Pan Xu
I am heading to Vancouver for #neurips2024. Happy to chat about efficient exploration, robust reinforcement learning, foundation models for decision making, and machine learning for healthcare. Looking forward to connect with old and new friends! :coffefied:
December 10, 2024 at 6:11 PM
I am heading to Vancouver for #neurips2024. Happy to chat about efficient exploration, robust reinforcement learning, foundation models for decision making, and machine learning for healthcare. Looking forward to connect with old and new friends! :coffefied: