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25 public repositories
matching this topic...
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
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May 17, 2021
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Jupyter Notebook
DeepTraffic is a deep reinforcement learning competition, part of the MIT Deep Learning series.
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Jan 8, 2019
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JavaScript
Pytorch code for ICLR-20 Paper "Learning to Explore using Active Neural SLAM"
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Jul 19, 2021
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Python
CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning
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Oct 28, 2020
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Python
A curated list of awesome Deep Reinforcement Learning resources.
Pytorch code for NeurIPS-20 Paper "Object Goal Navigation using Goal-Oriented Semantic Exploration"
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Apr 2, 2021
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Python
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Oct 12, 2019
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Python
VR-Caps: A Virtual Environment for Active Capsule Endoscopy
Mirror Descent Policy Optimization
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Oct 31, 2020
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Python
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Aug 13, 2017
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Jupyter Notebook
Deep Reinforcement Learning framework based on TensorFlow and OpenAI Gym
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Apr 30, 2018
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Python
RLbox: Solving OpenAI Gym with TensorFlow
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Apr 19, 2018
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Python
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May 16, 2020
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Python
Attend Before you Act: Leveraging human visual attention for continual learning
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Aug 17, 2018
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Jupyter Notebook
create a DQN agent and define a reward system to teach a robotic arm
Implementation of Curiosity-Driven Exploration with PyTorch
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Sep 11, 2019
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Jupyter Notebook
A curated list of awesome intelligent autonomous systems ecosystem
Exploration of deep reinforcement learning and various state-of-the-art techniques to create a turely autonomous agent.
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Feb 19, 2019
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Python
⚡️ Code and Notes 📝 for Grokking Deep RL and RL: An Introduction by Sutton & Barto(2nd edition, 2018) 🤘
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Jul 25, 2020
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Jupyter Notebook
Deep Q-Learning algorithms to solve LunarLander-v2.
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Feb 12, 2021
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Python
Simple DQN implementation in jupyter notebook
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Apr 8, 2019
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Jupyter Notebook
Demos of deep RL algorithms.
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Jul 7, 2020
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Jupyter Notebook
Ensemble and Auxiliary Tasks for Data-Efficient Deep Reinforcement Learning
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Jul 2, 2021
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Python
Yet another deep reinforcement learning
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Jan 27, 2021
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Python
My solution to the NeurIPS challenge Learn to Move: Walk Around
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Jan 16, 2020
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Python
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