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Yu-Ren Liu's Projects

acme.jl icon acme.jl

ACME.jl - Analog Circuit Modeling and Emulation for Julia

baselines icon baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

csrankings icon csrankings

A web app for ranking computer science departments according to their research output in selective venues.

denoised_mdp icon denoised_mdp

Open source code for paper "Denoised MDPs: Learning World Models Better Than the World Itself"

factor icon factor

Open source code for paper "Learning World Models with Identifiable Factorization"

ifactor icon ifactor

Open source code for paper "Learning World Models with Identifiable Factorization"

imitation icon imitation

Contains an implementation of "Trust Region Policy Optimization" (TRPO)

kaggle_competition icon kaggle_competition

Summary on the Kaggle Stock Prediction Competition & my trial on the competition

lectures icon lectures

repository with the lectures for MLSS Skoltech

mirrors.jl icon mirrors.jl

Use alternative mirrors to manage your packages for Julia.

pytorch-a2c-ppo-acktr-gail icon pytorch-a2c-ppo-acktr-gail

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).

tutorials icon tutorials

repository with the tutorials for MLSS Skoltech

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