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data		data
rockrose		rockrose
.gitignore		.gitignore
LICENSE.md		LICENSE.md
README.md		README.md
a3c_flibird_3c.py		a3c_flibird_3c.py
a3c_sandroad_2.py		a3c_sandroad_2.py
a3c_sandroad_3c.py		a3c_sandroad_3c.py
dqn_flibird_2.py		dqn_flibird_2.py
dqn_floodit_1.py		dqn_floodit_1.py
unr_flibird_2e.py		unr_flibird_2e.py
unr_sandroad_1.py		unr_sandroad_1.py

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Rockrose: Deep Reinforcement Learning Learn.

Requirements

skimage
TensorFlow (Tested with r0.10)
Keras
Gym
pygame
Bluelake
Bluegym

Algorithms

DQN
- V. Mnih, et. al., Playing Atari with Deep Reinforcement Learning
- V. Mnih, et. al., Human-level Control through Deep Reinforcement Learning, Nature, 2015.
A3C Asynchronous Methods for Deep Reinforcement Learning
UNREAL Reinforcement Learning with Unsupervised Auxiliary Tasks

Saved Models

See project rockrose_models_saved

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Deep Reinforcement Learning Learn.

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Python 100.0%