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ikostrikov / pytorch-a2c-ppo-acktr-gail

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PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

reinforcement-learning deep-learning deep-reinforcement-learning pytorch atari hessian second-order continuous-control actor-critic ale mujoco proximal-policy-optimization ppo advantage-actor-critic a2c acktr natural-gradients roboschool kfac kronecker-factored-approximation
  • Updated May 29, 2022
  • Python

shantanu1109 / Coursera-Imperial-College-of-London-Mathematics-For-Machine-Learning-Specialization

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This Repository contains Solutions to the Quizes & Lab Assignments of the Mathematics for Machine Learning Specialization offered by Imperial College of London on Coursera taught by David Dye, Samuel J. Cooper, A. Freddie Page, Marc Peter Deisenroth

linear-regression linear-algebra pagerank-algorithm neural-networks eigenvectors lagrange jacobian hessian backpropagation eigenvalues transformation-matrix newton-raphson taylor-series gram-schmidt sandpit multivariate-calculus
  • Updated Sep 23, 2023
  • Jupyter Notebook

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