Brayden Zhang
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Blog
International Geography Olympiad 2023
Notes
Machine Learning
HOME - Machine Learning
Decoder-Only Transformers
Model Context Protocol (MCP)
LSTM
Recurrent Neural Networks
Transformers
Diffusion Models
UNet
CLIP (Contrastive Language-Image Pretraining)
Cross-Validation
Hyperparameter Tuning
R-CNN
Self-Supervised Learning
Seq2Seq
Gaussian Splatting
NeRF
Gradient Descent
ResNet
Regularization
Math
A Primer on Probability
Reinforcement Learning
HOME - Deep Reinforcement Learning
Reinforcement Learning from Human Feedback
Policy Gradient
Actor-Critic Methods
Multi-Agent Reinforcement Learning
Proximal Policy Optimization (PPO)
Q-Learning
The Ingredients of RL
Robotics
Robot Learning
Foundation Models for Robotics
Sim2Real
Imitation Learning
HOME - Robotics
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Projects
Predicting Food Deserts - Citadel Invitational Datathon
Building a SUMO Robot from Scratch
Solar PV Power Forecasting using Deep Learning
International Young Physicists' Tournament (IYPT)
university
Courses I've Taken in University
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Projects
Folder: Projects
4 items under this folder.
Aug 20, 2024
Predicting Food Deserts - Citadel Invitational Datathon
project
geospatial
Apr 12, 2024
Building a SUMO Robot from Scratch
Apr 10, 2024
Solar PV Power Forecasting using Deep Learning
project
geospatial
Jun 01, 2022
International Young Physicists' Tournament (IYPT)
project
physics