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Hongyi Guo's Projects

rl-baselines-zoo icon rl-baselines-zoo

A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.

safe-rlhf icon safe-rlhf

Safe-RLHF: Constrained Value Alignment via Safe Reinforcement Learning from Human Feedback

secure_connectivity icon secure_connectivity

Course project of SJTU EE447: Mobile Internet, advised by Prof. Luoyi Fu and Prof. Xinbing Wang. The task is to design a defending strategy to predict and protect the edges that is most likely to be attacked by attackers.

segnet-adda icon segnet-adda

Course project of SJTU CS386: Digital Image Processing, where I implemented SegNet combined with ADDA, advised by Prof. Bin Sheng

sensortag-2048 icon sensortag-2048

An Android app connecting to a TI CC2650 SensorTag to play 2048 game

tianshou icon tianshou

An elegant, flexible, and superfast PyTorch deep Reinforcement Learning platform.

torch-ac icon torch-ac

Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms: A2C and PPO

trading_strategy icon trading_strategy

Course project of SJTU EE359 Data Mining (advised by Prof. Bo Yuan), where we use reinforcement learning to decide trading strategy.

tslda icon tslda

Replication of paper "Topic Modeling based Sentiment Analysis on Social Media for Stock Market Prediction".

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