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@awjuliani
awjuliani / Deep-Recurrent-Q-Network.ipynb
Last active July 18, 2023 19:18
An implementation of a Deep Recurrent Q-Network in Tensorflow.
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@awjuliani
awjuliani / ContextualPolicy.ipynb
Last active October 11, 2022 21:27
A Policy-Gradient algorithm that solves Contextual Bandit problems.
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awjuliani / DCGAN.ipynb
Last active May 19, 2020 07:12
An implementation of DCGAN in Tensorflow and Python.
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awjuliani / input_data.py
Created September 21, 2016 23:32
Script to download MNIST dataset.
# Copyright 2015 Google Inc. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
@awjuliani
awjuliani / SimplePolicy.ipynb
Created September 11, 2016 00:20
Policy gradient method for solving n-armed bandit problems.
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awjuliani / Double-Dueling-DQN-Tutorial.ipynb
Last active July 14, 2019 16:24
Implementation of Double Dueling Deep-Q Network
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@awjuliani
awjuliani / Q-Net Learning Clean.ipynb
Created August 25, 2016 20:30
Basic Q-Learning algorithm using Tensorflow
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@awjuliani
awjuliani / Q-Table Learning-Clean.ipynb
Last active October 25, 2022 07:57
Q-Table learning in OpenAI grid world.
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@awjuliani
awjuliani / rl-tutorial-3.ipynb
Last active March 24, 2021 07:38
Reinforcement Learning Tutorial in Tensorflow: Model-based RL
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@awjuliani
awjuliani / rl-tutorial-2.ipynb
Last active May 2, 2018 18:55
Reinforcement Learning Tutorial 2 (Cart Pole problem)
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