Joel Veness

UNSW/NICTA PhD Student

Here is a listing of my publications, including some technical reports and my undergraduate honours thesis. Please contact me if you have any further questions.

Conference papers

  • Reinforcement Learning via AIXI Approximation
    Joel Veness, Kee Siong Ng, Marcus Hutter, David Silver
    Association for the Advancement of Artificial Intelligence (AAAI), 2010
    pdf

  • Bootstrapping from Game Tree Search
    Joel Veness, David Silver, Will Uther, Alan Blair
    Neural Information Processing Systems (NIPS), 2009
    pdf video presentation bibtex

  • Effective Use of Transposition Tables in Stochastic Game Tree Search
    Joel Veness, Alan Blair
    IEEE Symposium on Computational Intelligence and Games (CIG), 2007
    pdf IEEE page

Tech reports

Honours thesis

  • Expectimax Enhancements for Stochastic Game Players
    CSE Honours Thesis, UNSW
    pdf


Latest News

Technical Report "A Monte-Carlo AIXI Approximation" updated with new empirical results.

"Reinforcement Learning via AIXI Approximation" to appear at AAAI 2010!