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Cleaned up the formatting

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Brandon Rozek 2019-01-22 10:31:36 -05:00
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README.md
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@ -4,7 +4,7 @@ This is a walk through my journey of deep reinforcement learning. This will high
## Deep Q-Networks (DQN) ## Deep Q-Networks (DQN)
Volodymyr Mnih, Koray Kavukcuoglu, David Silver, Alex Graves, Ioannis Antonoglou, Daan Wierstra, Martin Riedmiller. **Playing Atari with Deep Reinforcement Learning**. [1] Volodymyr Mnih, Koray Kavukcuoglu, David Silver, Alex Graves, Ioannis Antonoglou, Daan Wierstra, Martin Riedmiller. **Playing Atari with Deep Reinforcement Learning**.
https://www.cs.toronto.edu/~vmnih/docs/dqn.pdf https://www.cs.toronto.edu/~vmnih/docs/dqn.pdf
@ -14,7 +14,9 @@ My implementation: https://github.com/Brandon-Rozek/DeepRL/blob/master/PoleBalan
Ziyu Wang, Tom Schaul, Matteo Hessel, Hado van Hasselt, Marc Lanctot, Nando de Freitas. **Dueling Network Architectures for Deep Reinforcement Learning**.
[2] Ziyu Wang, Tom Schaul, Matteo Hessel, Hado van Hasselt, Marc Lanctot, Nando de Freitas. **Dueling Network Architectures for Deep Reinforcement Learning**.
https://arxiv.org/abs/1511.06581 https://arxiv.org/abs/1511.06581
@ -24,7 +26,9 @@ My implementation: https://github.com/Brandon-Rozek/DeepRL/blob/master/DuelingPo
Tom Schaul, John Quan, Ioannis Antonoglou, David Silver. **Prioritized Experience Replay**.
[3] Tom Schaul, John Quan, Ioannis Antonoglou, David Silver. **Prioritized Experience Replay**.
https://arxiv.org/abs/1511.05952 https://arxiv.org/abs/1511.05952