Learning roadmap of deep reinforcement learning

1. A series of articles about getting started with DQN:

DQN from getting started to giving up

2. Introductory Paper 2.1 Playing Atariwith a deep reinforcement learning DeepMind published in Nips 2013, the first time in this paper Reinforcement learning this name, and proposed DQN (deep q-network) algorithm, realized from pure image input completely through learning to play Atari game results 2.2 Human-level Control through deep Reinforcement learning

The same deepmind produced.

3. Books

Reinforcement learning, Marco wiering and Martijn van Otterlo (Eds.)

4. Course Related4.1 UCL Course on RL

Reinforcement learning

5. Recommended Paper

Learning roadmap of deep reinforcement learning