Jason Wolfe

Ph.D. Student
Computer Science Division
University of California, Berkeley



Email:
Mail: 523 Soda Hall, Berkeley, CA 94720-1776
Phone: (510) 967-2809

 

About Me

I am a third-year Ph.D. student advised by Prof. Stuart Russell.  My current research focuses on algorithms for acting under adversity and uncertainty, action abstraction and hierarchical planning, and distributed machine learning.

My CV: [pdf]

My Sites

Publications and Talks

  • Jason Wolfe, Aria Haghighi, and Dan Klein. "Fully Distributed EM for Very Large Datasets." In Proc. ICML, 2008. [pdf] [bibtex]
  • Bhaskara Marthi, Stuart Russell, and Jason Wolfe. "Hierarchical Lookahead Agents: A Preliminary Report." NIPS Workshop on Hierarchical Organization of Behavior, 2007. [slides ppt]
  • Jason Wolfe, Aria Haghighi, and Dan Klein. "Fully Distributed EM for Very Large Datasets." NIPS Workshop on Efficient Machine Learning, 2007. [slides pdf]
  • Jason Wolfe and Stuart Russell. "Exploiting Belief State Structure in Graph Search." In Proc. ICAPS Workshop on Planning in Games, 2007. [slides pdf] [pdf] [bibtex]//-->
  • Bhaskara Marthi, Stuart Russell, and Jason Wolfe. "Angelic Semantics for High-Level Actions." In Proc. ICAPS, 2007. [tech report pdf] [pdf] [bibtex]
  • Stuart Russell and Jason Wolfe. "Efficient Belief-State AND-OR Search, with Application to Kriegspiel." In Proc. IJCAI, 2005. [pdf] [bibtex]
  • Gavin E. Crooks, Jason Wolfe, and Steven E. Brenner. "Measurements of Protein Sequence-Structure Correlations." Proteins, 57(4):804-810, Jun 2004. [pdf] [bibtex]