Papers To Read

  • Sallans and Hinton on reinforcement learning
  • Recent David Hsu paper
  • Recent Michael Littman papers on convergence of RL algorithms
  • Sam Roweis on learning metrics for nearest neighbor; convex max-margin version by Lawrence Saul
  • Eyal Amir on Inverse Reinforcement Learning