
Reproducing mHC: The Art of Constraining Signal
We usually think constraints limit power. In deep learning, they channel it. Visualizing why Manifold-Constrained Hyper-Connections (mHC) stop signal explosion.

We usually think constraints limit power. In deep learning, they channel it. Visualizing why Manifold-Constrained Hyper-Connections (mHC) stop signal explosion.

Most RL intros drown you in notation. EasyRL does the opposite—it builds mental models that survive contact with real training runs. Here’s why it finally made reinforcement learning click for me.