yudasong

16831-spring-2021

App

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

briee

Representation Learning in RL

Canvas

DQfD

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

HyQ

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

PCMLP

policy_adapt

Code for paper Provably Efficient Model-based Policy Adaptation

Reinforcement-Learning-Branch-and-Bound

yudasong/HyQ

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

yudasong/briee

Representation Learning in RL

yudasong/Reinforcement-Learning-Branch-and-Bound

yudasong/policy_adapt

Code for paper Provably Efficient Model-based Policy Adaptation

yudasong/PCMLP

yudasong/DQfD

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

yudasong/16831-spring-2021

yudasong/App

yudasong/baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

yudasong/Canvas

yudasong/DI-engine

OpenDILab Decision AI Engine

yudasong/dmc2gym

OpenAI Gym wrapper for the DeepMind Control Suite

yudasong/DOC3-Project

yudasong/homework

Assignments for CS294-112.

yudasong/Instagram

yudasong/maml_rl

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

yudasong/models

Models and examples built with TensorFlow

yudasong/PCPG

yudasong/Photo-Map

yudasong/policy_transfer

yudasong/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).

yudasong/pytorch_sac_ae

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

yudasong/reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

yudasong/replication-mbpo

NeurIPS Reproducibility Challenge 2019

yudasong/slbo

Algorithmic Framework for Model-based Deep Reinforcement Learning with Theoretical Guarantees

yudasong/TeamFormation

yudasong/temperature

yudasong/Tinder

yudasong/toolkit

yudasong/udacity_NN