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Flux baselines: Implementations of reinforcement learning algorithms using Flux

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Name		Name	Last commit message	Last commit date
Latest commit History 56 Commits
baselines		baselines
models		models
utils		utils
.gitignore		.gitignore
Manifest.toml		Manifest.toml
Project.toml		Project.toml
README.md		README.md

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Flux Baselines

Implementations of reinforcement learning algorithms using Flux NOTE: The code works on Julia 0.6.x. Upgrade to 1.0 will be released soon.

Updated to 1.x

Actor-critic

A2C

DDPG

DDPG

DQN

Double DQN
DQN
Duel DQN
Prioritized Replay DQN

Dependencies

Implemented Algorithms

Deep Q Networks [paper]
Double DQN [paper]
Dueling Double DQN [paper]
Prioritized Experience DQN [paper]
A2C [paper]
Deep Deterministic Policy Gradients [paper]

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Flux baselines: Implementations of reinforcement learning algorithms using Flux

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