12 results found Sort:

lexfridman
mit-deep-learning lexfridman
2.2k
10.2k
mit
643
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
lexfridman
deeptraffic lexfridman
259
1.8k
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
devendrachaplot
Neural-SLAM devendrachaplot
143
757
mit
22
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 3 years ago
kengz
awesome-deep-rl kengz
71
685
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
46 commits to master branch, last one 3 months ago
devendrachaplot
Object-Goal-Navigation devendrachaplot
60
325
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
gxywy
rl-plotter gxywy
30
208
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
CapsuleEndoscope
VirtualCapsuleEndoscopy CapsuleEndoscope
43
157
unknown
8
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 2 years ago
epignatelli
navix epignatelli
10
119
apache-2.0
3
Accelerated minigrid environments with JAX
rl deep-rl minigrid gridworld environment gridworld-environment reinforcement-learning deep-reinforcement-learning
Created 2023-06-13
471 commits to main branch, last one 3 months ago
YiqinYang
ICQ YiqinYang
8
71
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 2 years ago
chandar-lab
Recall2Imagine chandar-lab
5
50
mit
7
Recall to Imagine, a model-based RL algorithm 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
2 commits to main branch, last one 5 months ago
mike-gimelfarb
deep-successor-features-for-transfer mike-gimelfarb
11
39
other
3
A reusable framework for successor features for transfer in deep reinforcement learning using keras.
rl keras deep-rl transfer-learning successor-features reinforcement-learning successor-representation deep-reinforcement-learning reinforcement-learning-agent reinforcement-learning-algorithms
Created 2021-01-16
38 commits to main branch, last one 3 years ago
jakegrigsby
super_sac jakegrigsby
6
36
unknown
4
A general model-free off-policy actor-critic implementation. Continuous and Discrete Soft Actor-Critic with multimodal observations, data augmentation, offline learning and behavioral cloning.
sac control deep-rl pytorch reinforcement-learning
Created 2021-03-23
175 commits to main branch, last one 8 months ago