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Intrinsic Curiosity Module implementation with TensorFlow

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README.md		README.md
actions.py		actions.py
agent.py		agent.py
build_graph.py		build_graph.py
network.py		network.py
play.py		play.py
train.py		train.py
worker.py		worker.py

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icm

Intrinsic Curiosity Module imeplementation with TensorFlow.

https://arxiv.org/abs/1705.05363

requirements

Python3

dependencies

tensorflow
opencv-python
numpy
git+https://github.com/imai-laboratory/lightsaber

base A3C implementation

https://github.com/takuseno/a3c

original implementation

https://github.com/pathak22/noreward-rl

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Intrinsic Curiosity Module implementation with TensorFlow

reinforcement-learning tensorflow

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