Deep learning

Python 기초 Link(Kor)
Pytorch 기초 (Kor)
Simple Grid World Example link
Activation functions link1 link2 link3
Agent environment link
Reinforcement learning from MIT (2022) link
Self-Driving AI Car Simulation in Python Youtube
Multi Agent Deep Deterministic Policy Gradients (MADDPG) in PyTorch Youtube + code
Introduction to Multi-Agent Reinforcement Learning (Matlab) Youtube
강화학습 (Sung Kim) Youtube
Reinforcement learning Good&Easy Youtube
RL (mid-level) (MDP, Value iteration) Youtube DQN Youtube
DQN Link(Kor) Link1 Link2 Link3 AC
DQN coding Youtube1 Youtube2 PyCharm Keras
Deep learning lecture @UPenn Youtube
Good lectures for DL and Self-driving link
Math for Deep Learning Link
Self driving cars Link
On-policy, Off-policy, Online, Offline Link(Kor) Youtube Youtube(Kor)
DDPG Link(Kor)
PPO explained (Eng) (Eng-Gridworld)
PPO coding Youtube(Pytorch) Youtube (TF2)
PPO Youtube(Kor) DeepComp Github Concept Youtube
PPO Youtube(1) Youtube(2)
MA PPO exercise (1) (2) (3)
TRPO short concept Youtube
Hyperparameter optimization Youtube(Kor)
RLlib Site
GNN Youtube(Kor)
Gymnasium Link
다중에이전트 강화학습 (Kor) (Eng)
Reward Shaping (Kor)
Transformer, Attention (Eng)
Transformer from MIT (2023) link
Federated Learning - Flower Youtube