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Q-Learning Networks
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Reinforcement Learning
•
Off-Policy TD Control
• 10 methods
Methods
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Method
Year
Papers
DQN
Playing Atari with Deep Reinforcement Learning
2013
443
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
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