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2.2k

10.0k

mit

642

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

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

Created 2017-01-08

64 commits to master branch, last one 5 years ago

deeptraffic lexfridman

261

1.7k

mit

63

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

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

Created 2018-01-06

24 commits to master branch, last one 5 years ago

Neural-SLAM devendrachaplot

135

719

mit

24

Pytorch code for ICLR-20 Paper "Learning to Explore using Active Neural SLAM"

deep-rl robotics navigation exploration neural-slam deep-learning visual-navigation active-neural-slam deep-reinforcement-learning

Created 2020-04-10

2 commits to master branch, last one 2 years ago

awesome-deep-rl kengz

67

614

mit

32

A curated list of awesome Deep Reinforcement Learning resources.

deep-rl resources awesome-list reinforcement-learning deep-reinforcement-learning

Created 2019-08-17

44 commits to master branch, last one 3 months ago

Object-Goal-Navigation devendrachaplot

54

268

mit

6

Pytorch code for NeurIPS-20 Paper "Object Goal Navigation using Goal-Oriented Semantic Exploration"

deep-rl sem-exp robotics navigation exploration deep-learning visual-navigation semantic-navigation object-goal-navigation deep-reinforcement-learning

Created 2020-10-22

1 commits to master branch, last one 3 years ago

rl-plotter gxywy

30

197

mit

1

:sparkles: A plotter for reinforcement learning (RL)

plot openai deep-rl plotter pytorch plotting rl-plotter spinningup learning-curves reinforcement-learning deep-reinforcement-learning

Created 2019-11-09

81 commits to master branch, last one 2 years ago

VirtualCapsuleEndoscopy CapsuleEndoscope

39

140

unknown

7

VR-Caps: A Virtual Environment for Active Capsule Endoscopy

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

Created 2020-08-06

245 commits to master branch, last one about a year ago

ICQ YiqinYang

8

65

unknown

2

Codes accompanying the paper "Believe What You See: Implicit Constraint Approach for Offline Multi-Agent Reinforcement Learning" (NeurIPS 2021 Spotlight https://arxiv.org/abs/2106.03400)

deep-rl offline pytorch mutli-agent reinforcement-learning deep-reinforcement-learning multi-agent-reinforcement-learning

Created 2021-06-24

69 commits to main branch, last one about a year ago

Recall2Imagine chandar-lab

3

44

mit

7

Recall 2 Imagine, a World Model with superhuman memory. Oral (1.2%) @ ICLR 2024

s4 s5 s6 ssm mamba deep-rl dreamer iclr2024 world-models parallel-scan model-based-rl parallel-scanning state-space-models reinforcement-learning deep-reinforcement-learning model-based-reinforcement-learning

Created 2024-03-25

1 commits to main branch, last one 2 months ago

navix epignatelli

2

27

apache-2.0

1

Accelerated minigrid environments with JAX

rl deep-rl minigrid gridworld environment gridworld-environment reinforcement-learning deep-reinforcement-learning

Created 2023-06-13

304 commits to main branch, last one 2 days ago