deep-rl

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lexfridman / mit-deep-learning

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

data-science machine-learning mit deep-learning tensorflow deep-reinforcement-learning artificial-intelligence neural-networks segmentation tensorflow-tutorials deeplearning jupyter-notebooks self-driving-cars deep-rl

Updated Aug 18, 2020
Jupyter Notebook

lexfridman / deeptraffic

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DeepTraffic is a deep reinforcement learning competition, part of the MIT Deep Learning series.

machine-learning mit deep-learning tensorflow deep-reinforcement-learning convnetjs self-driving-cars deep-rl

Updated Jan 8, 2019
JavaScript

MishaLaskin / curl

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CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning

deep-neural-networks reinforcement-learning deep-learning curl gpu deep-reinforcement-learning deep-learning-algorithms reinforcement-learning-algorithms deeplearning deep-q-network sac deep-q-learning reinforcement-agents deep-rl deeplearning-ai contrastive-loss off-policy contrastive-predictive-coding model-free-rl contrastive-learning

Updated Aug 25, 2020
Python

LJ147 / spinningup

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OpenAI团队的深度强化学习教程中文版

reinforcement-learning deep-learning deep-rl

Updated Oct 12, 2019
Python

hiwonjoon / cs294-deep-rl-hw

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Berkeley DeepRL Homework

berkeley cs294 deep-rl

Updated Aug 13, 2017
Jupyter Notebook

dbobrenko / reinforceflow

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Deep Reinforcement Learning framework based on TensorFlow and OpenAI Gym

reinforcement-learning openai-gym dqn a3c double-dqn prioritized-replay deep-rl async-dqn

Updated Apr 30, 2018
Python

apparatusbox / rlbox

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RLbox: Solving OpenAI Gym with TensorFlow

tensorflow deep-reinforcement-learning openai-gym dqn atari continuous-control mujoco deep-rl proximal-policy-optimization ppo

Updated Apr 19, 2018
Python

kkhetarpal / unrealwithattention

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Attend Before you Act: Leveraging human visual attention for continual learning

unreal deep-rl human-visual-attention attend-before-you-act auxiliary-tasks

Updated Aug 17, 2018
Jupyter Notebook

Yangyangii / Curiosity-Driven-A2C

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Implementation of Curiosity-Driven Exploration with PyTorch

cartpole a3c curiosity actor-critic deep-rl a2c curiosity-driven a3c-curiosity curiosity-rl

Updated Sep 11, 2019
Jupyter Notebook

CapsuleEndoscope / VirtualCapsuleEndoscopy

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VR-Caps: A Virtual Environment for Active Capsule Endoscopy

control unity domain-adaptation deep-rl disease-classification sim2real area-coverage active-capsule-endoscopy

Updated Aug 31, 2020
C#

mkhuthir / RoboND-DeepRL-Project

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create a DQN agent and define a reward system to teach a robotic arm

reinforcement-learning robot deep-reinforcement-learning lstm dqn gazebo deep-rl

Updated Jun 13, 2018
C++

reza-ebrahimi / awesome-autonomous-systems

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A curated list of awesome intelligent autonomous systems ecosystem

machine-learning awesome reinforcement-learning deep-reinforcement-learning autonomous autonomous-systems deep-rl

Updated Mar 5, 2020

qiwihui / spinningup

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OpenAI团队的深度强化学习教程中文版

reinforcement-learning deep-reinforcement-learning openai-gym openai reinforcement-learning-algorithms deep-rl spinningup

Updated May 16, 2020
Python

victor-iyiola / deep-RL

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Exploration of deep reinforcement learning and various state-of-the-art techniques to create a turely autonomous agent.

machine-learning reinforcement-learning ai deep-reinforcement-learning artificial-intelligence policy-gradient a3c actor-critic deep-rl proximal-policy-optimization ppo policy-network temporal-difference

Updated Feb 19, 2019
Python

ashutoshtiwari13 / Demystifying-Deep-Reinforcement-Learning

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⚡️ Code and Notes 📝 for Grokking Deep RL and RL: An Introduction by Sutton & Barto(2nd edition, 2018) 🤘

reinforcement-learning deep-reinforcement-learning reinforcement-learning-algorithms grokking-algorithms monte-carlo-methods deep-rl sutton-book temporal-difference-algorithms sutton-barto-book

Updated Jul 25, 2020
Jupyter Notebook

zhihanyang2022 / deeprl_notes

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Demos of deep RL algorithms.

pytorch deep-rl

Updated Jul 7, 2020
Jupyter Notebook

ishanshukla97 / Deep-Q-Network

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Simple DQN implementation in jupyter notebook

tensorflow keras deep-rl notebook-jupyter dqn-tensorflow

Updated Apr 8, 2019
Jupyter Notebook

kamenbliznashki / learn_to_move

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My solution to the NeurIPS challenge Learn to Move: Walk Around

reinforcement-learning tensorflow normalizing-flows deep-rl neurips-2019

Updated Jan 16, 2020
Python

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