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ikostrikov
pytorch-a2c-ppo-acktr-gail ikostrikov
829
3.6k
mit
66
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) ...
a2c ale ppo kfac acktr atari mujoco hessian pytorch roboschool actor-critic second-order deep-learning natural-gradients continuous-control advantage-actor-critic reinforcement-learning deep-reinforcement-learning proximal-policy-optimization kronecker-factored-approximation
Created 2017-08-22
274 commits to master branch, last one 3 years ago
stanfordmlgroup
ngboost stanfordmlgroup
220
1.7k
apache-2.0
44
Natural Gradient Boosting for Probabilistic Prediction
python ngboost machine-learning gradient-boosting natural-gradients uncertainty-estimation
Created 2018-06-21
709 commits to master branch, last one about a month ago
nocotan
awesome-information-geometry nocotan
14
151
mit
9
About A collection of AWESOME things about information geometry Topics
machine-learning natural-gradients fisher-information information-geometry fisher-information-matrix
Created 2022-06-17
131 commits to main branch, last one 5 months ago
theogf
AugmentedGaussianProcesses.jl theogf
9
135
other
6
Gaussian Process package based on data augmentation, sparsity and natural gradients
gpc gps svm julia process gaussian classification natural-gradients gaussian-processes
Created 2018-01-25
936 commits to master branch, last one 9 months ago