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Paper Reviews

weekly reinforcement learning paper reviews

Reviewed Papers

  • Nov 22 2017

  • Nov 29 2017

    • 2010, On a Connection between Importance Sampling and the Likelihood Ratio Policy Gradient PAPER NOTE - review by Brian
  • Dec 06 2017

  • Dec 20 2017

    • 2016, Sample Efficient Actor-Critic with Experience Replay PAPER - review by Brian
    • 2017, Composite Task-Completion Dialogue Policy Learning via Hierarchical Deep Reinforcement Learning[EMNLP 2017] PAPER NOTE- review by Hyeokreal
  • Dec 30 2017

  • Jan 3 2018

Interesting Papers

  • 2016, Personalizing a Dialogue System with Transfer Reinforcement Learning PAPER
  • 2016, Policy Networks with Two-Stage Training for Dialogue Systems PAPER
  • 2016, Deep Reinforcement Learning for Dialogue Generation PAPER
  • 2017, Learning to Act by Predicting the Future PAPER
  • 2017, Proximal Policy Optimization Algorithms PAPER
  • 2017, Efficient Parallel Methods for Deep Reinforcement Learning PAPER NOTE

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