Off-Policy TD Control

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Method	Year	Papers
Q-Learning	1984	1430
DQN Playing Atari with Deep Reinforcement Learning	2013	443
Double Q-learning Double Q-learning	2010	106
Clipped Double Q-learning Addressing Function Approximation Error in Actor-Critic Methods	2018	95
Double DQN Deep Reinforcement Learning with Double Q-learning	2015	42
REM An Optimistic Perspective on Offline Reinforcement Learning	2019	37
Dueling Network Dueling Network Architectures for Deep Reinforcement Learning	2015	22
Rainbow DQN Rainbow: Combining Improvements in Deep Reinforcement Learning	2017	8
Expected Sarsa	2000	7
Ape-X DQN Distributed Prioritized Experience Replay	2018	3
NoisyNet-DQN Noisy Networks for Exploration	2017	2
NoisyNet-Dueling Noisy Networks for Exploration	2017	1