Graesser and Keng, Foundations of Deep Reinforcement Learning
Sutton and Barto, Reinforcement Learning: An Introduction
Francois-Lavet et. al., An Introduction to Deep Reinforcement Learning
DQN
Double DQN (DDQN)
Combined Experience Replay (CER)
Hindsight Experience Replay (HER)
QT-Opt
Proximal Policy Optimization (PPO)
Self Imitation Learning (SIL)
Soft Actor-Critic (SAC)