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DQN implementation for checking baselines
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.gitignore
Dockerfile_template
README.md
actions.py
agent.py
atari_constants.py
box_constants.py
build-cpu.sh
build-gpu.sh
build_graph.py
entrypoint.sh
network.py
requirements.txt
train.py
train.sh

README.md

DQN

DQN implementation for checking baselines.

requirements

  • Python3

dependencies

usage

training

$ python train.py [--render]

playing

$ python train.py [--render] [--load {path of models}] --demo

cautions

  • Use ***Deterministic-v4 instead of ***-v0 for environemts because in default, environments sample {2, 3, 4} frames uniformaly. This affects negatively performance because of non-deterministic frame skipping.

implementation

This baseline is inspired by following projects.

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