Reinforcement Learning Survey

My notes on (in my opinion) important reinforcement learning papers.

Typo corrections, additional points, paper suggestions etc are all very welcome. You can either make a pull request or email me at einet89[at]postech.ac.kr

Short Summaries

• Reinforcement Learning
• Hierarchical Reinforcement Learning

Presentation Slides

Date	Contents
2016/10/11	DQN, DDQN, Prioritized Experience Replay, Dueling Network
2016/12/27	Value Iteration Networks, The Predictron
2017/05/29	Stochastic Computation Graphs
2017/07/12	Evolution Strategies
2017/08/09	Modular Multitask RL with Policy Sketches
2017/09/14	Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks
2017/10/17	Continuous Adaptation vie Meta-Learning in Nonstationary and Competitive Environments
2017/11/02	Parameter Space Noise for Exploration
2017/12/19	Meta Learning Shared Hierarchies