policy-gradients

This Repository contains a series of google colab notebooks which I created to help people dive into deep reinforcement learning.This notebooks contain both theory and implementation of different algorithms.

deep-reinforcement-learning dqn boltzmann-exploration sarsa tensorflow-tutorials reinforce ddpg actor-critic ddqn a2c prioritized-experience-replay rl-algorithms cartpole-v1 policy-gradients cliffwalking kungfumaster-v0 assault-v0 ppo-keras ant-v2

Updated Sep 7, 2020
Jupyter Notebook

MahanFathi / Model-Based-RL

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Model-based Policy Gradients

reinforcement-learning openai-gym pytorch computation-graph gym policy-gradient finite-difference backpropagation computational-graphs mujoco model-based ilqg ilqr ilqg-mujoco mujoco-py policy-gradients policy-optimization direct-policy-search mujoco-dynamics

Updated Mar 12, 2020
Python

arjuntheprogrammer / TheSchoolOfAI

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Projects for The School of AI

school gan batch-normalization yolo rnn face-recognition densenet regularization transfer-learning autoencoders data-augmentation siamese-network alphazero inception-network enas policy-gradients neural-architecture superconvergence lstm-and-gru

Updated May 27, 2020
Jupyter Notebook

deepanshut041 / Reinforcement-Learning

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Implementations of Deep Reinforcement Learning Algorithms and Bench-marking with PyTorch

reinforcement-learning monte-carlo atari2600 deep-reinforcement-learning pytorch dqn sarsa sonic-the-hedgehog vizdoom reinforce ddpg sac t3d actor-critic ddqn ppo a2c policy-gradients

Updated Mar 9, 2020
Jupyter Notebook

thedatamonk / Unity-Continuous-Control

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Project 2 of Udacity Deep Reinforcement Learning Nanodegree

udacity ddpg-algorithm policy-gradients

Updated Jan 17, 2019
Jupyter Notebook

ViRu-ThE-ViRuS / desTROY

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Self Play Actor Critic, Reinforcement Learning on TROY; all puns intended

machine-learning reinforcement-learning pygame pytorch policy-gradients

Updated Aug 11, 2020
Python

kaixi-wang / deep-learning-notebooks

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Exploring the fundamentals of neural networks

natural-language-processing reinforcement-learning computer-vision neural-networks gans policy-gradients

Updated Mar 2, 2020
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