• Slides
• Our lecture, seminar
• The only relevant video-lecture we could find - video
• Will hopefully record our lecture in english soon!
• Self-critical sequence traning original article

• An awesome post explaining attention and long-term memory models.
• BLEU and CIDEr articles.
• Image captioning
  • MSCOCO captioning challenge
  • Captioning baseline notebook
• Other articles on reinforcement learning for natural language:
  • task-oriented conversation system
  • generating dialogues
  • sequential adversarial networks (a.k.a. SeqGAN)
  • A large overview for machine translation (touching on RL, including RL failures) - arxiv
  • How not to evaluate conversation models - arxiv
• Overview of other non-games applications ("that article again") - arxiv

As usual, go to practice_theano.ipynb or practice_tf.ipynb and follow instructions from there.