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Yuda Song's Projects

baselines icon baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

briee icon briee

Representation Learning in RL

dmc2gym icon dmc2gym

OpenAI Gym wrapper for the DeepMind Control Suite

dqfd icon dqfd

An implementation of Deep Q-Learning from Demonstrations (DQfD) for playing Atari 2600 video games

hyq icon hyq

Official code repo for paper: Hybrid RL: Using both offline and online data can make RL efficient.

maml_rl icon maml_rl

Code for RL experiments in "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"

models icon models

Models and examples built with TensorFlow

policy_adapt icon policy_adapt

Code for paper Provably Efficient Model-based Policy Adaptation

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).

pytorch_sac_ae icon pytorch_sac_ae

PyTorch implementation of Soft Actor-Critic + Autoencoder(SAC+AE)

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