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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
This commit is contained in:
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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docs/docs/algorithms/value_optimization/distributional_dqn.md → docs/docs/algorithms/value_optimization/categorical_dqn.md
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@@ -1,4 +1,4 @@
# Distributional DQN
# Categorical DQN
**Actions space:** Discrete

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docs/mkdocs.yml
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@@ -15,7 +15,7 @@ pages:
- 'DQN' : algorithms/value_optimization/dqn.md
- 'Double DQN' : algorithms/value_optimization/double_dqn.md
- 'Dueling DQN' : algorithms/value_optimization/dueling_dqn.md
- 'Distributional DQN' : algorithms/value_optimization/distributional_dqn.md
- 'Categorical DQN' : algorithms/value_optimization/categorical_dqn.md
- 'Mixed Monte Carlo' : algorithms/value_optimization/mmc.md
- 'Persistent Advantage Learning' : algorithms/value_optimization/pal.md
- 'Neural Episodic Control' : algorithms/value_optimization/nec.md