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new feature - implementation of Quantile Regression DQN (https://arxiv.org/pdf/1710.10044v1.pdf)

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API change - Distributional DQN renamed to Categorical DQN
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Itai Caspi
2017-11-01 15:09:07 +02:00
parent 1ad6262307
commit a8bce9828c
10 changed files with 157 additions and 17 deletions
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@@ -195,7 +195,8 @@ python3 coach.py -p Hopper_A3C -n 16
* [Dueling Q Network](https://arxiv.org/abs/1511.06581)
* [Mixed Monte Carlo (MMC)](https://arxiv.org/abs/1703.01310)
* [Persistent Advantage Learning (PAL)](https://arxiv.org/abs/1512.04860)
* [Distributional Deep Q Network ](https://arxiv.org/abs/1707.06887)
* [Categorical Deep Q Network (C51)](https://arxiv.org/abs/1707.06887)
* [Quantile Regression Deep Q Network (QR-DQN)](https://arxiv.org/pdf/1710.10044v1.pdf)
* [Bootstrapped Deep Q Network](https://arxiv.org/abs/1602.04621)
* [N-Step Q Learning](https://arxiv.org/abs/1602.01783) | **Distributed**
* [Neural Episodic Control (NEC) ](https://arxiv.org/abs/1703.01988)