Articles

• Reinforcement Learning with Function Approximation: From Linear to Nonlinear

  Jihao Long, Jiequn Han

  • Preview
  • Full PDF

  56251 4764 Pages:161-193 Open-access

• Why Self-Attention Is Natural for Sequence-to-Sequence Problems? A Perspective from Symmetries

  Chao Ma, Lexing Ying

  • Preview
  • Full PDF

  26921 3276 Pages:194-210 Open-access

• Efficient Anti-Symmetrization of a Neural Network Layer by Taming the Sign Problem

  Nilin Abrahamsen, Lin Lin

  • Preview
  • Full PDF

  27928 3429 Pages:211-240 Open-access