Paper Reviews

weekly reinforcement learning paper reviews

Reviewed Papers

Nov 22 2017
- 2017, A Distributional Perspective on Reinforcement Learning PAPER NOTE - review by Woongwon
- 2014, Deterministic Policy Gradient Algorithms PAPER NOTE - review by Chanwoong
Nov 29 2017
- 2010, On a Connection between Importance Sampling and the Likelihood Ratio Policy Gradient PAPER NOTE - review by Brian
Dec 06 2017
- 2015, Prioritized Experience Replay PAPER NOTE - review by Chanwoong
- 2017, Curiosity-driven Exploration by Self-supervised Prediction PAPERNOTE - review by Youngmoo
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
- 2015, Trust Region Policy Optimization PAPER NOTE - review by Woongwon
Jan 3 2018
- 2017, Deep Q-learning from Demonstrations PAPER - review by Chris Hoyean Song

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