AnimateDread
8c66a0fb89
fix(cl): stabilize network training with tighter limits, weight decay, and sign-agreement gate
...
- Tighten MAX_WEIGHT from 1.0e6 to 100.0 to prevent unbounded weight growth.
- Add MIN_ACTIVATION_DERIVATIVE (1e-4) to avoid zero gradients for saturated units.
- Introduce WEIGHT_DECAY (0.01) to decouple decay from Adam updates.
- Add MAX_WEIGHT_DELTA (0.1) to clamp per-step Adam updates and prevent overshoot.
- Apply sign-agreement gate on weight updates in Adam kernel to only apply steps aligned with current gradient direction.
- Fix tanh/sigmoid derivative calculations to use the new floor instead of hard-coded edge-case values.
2026-07-15 21:47:37 -04:00
..
ADAPT
fix(cl): stabilize network training with tighter limits, weight decay, and sign-agreement gate
2026-07-15 21:47:37 -04:00
AutoBots
fix(cl): stabilize network training with tighter limits, weight decay, and sign-agreement gate
2026-07-15 21:47:37 -04:00
BAC
fix(cl): stabilize network training with tighter limits, weight decay, and sign-agreement gate
2026-07-15 21:47:37 -04:00
BaseLines
fix(cl): stabilize network training with tighter limits, weight decay, and sign-agreement gate
2026-07-15 21:47:37 -04:00
CFPI
fix(cl): stabilize network training with tighter limits, weight decay, and sign-agreement gate
2026-07-15 21:47:37 -04:00
CIC
fix(cl): stabilize network training with tighter limits, weight decay, and sign-agreement gate
2026-07-15 21:47:37 -04:00
CT
fix(cl): stabilize network training with tighter limits, weight decay, and sign-agreement gate
2026-07-15 21:47:37 -04:00
CWBC
fix(cl): stabilize network training with tighter limits, weight decay, and sign-agreement gate
2026-07-15 21:47:37 -04:00
DADS
fix(cl): stabilize network training with tighter limits, weight decay, and sign-agreement gate
2026-07-15 21:47:37 -04:00
DDPG
fix(cl): stabilize network training with tighter limits, weight decay, and sign-agreement gate
2026-07-15 21:47:37 -04:00
DFFT
fix(cl): stabilize network training with tighter limits, weight decay, and sign-agreement gate
2026-07-15 21:47:37 -04:00
DIAYN
fix(cl): stabilize network training with tighter limits, weight decay, and sign-agreement gate
2026-07-15 21:47:37 -04:00
DoC
fix(cl): stabilize network training with tighter limits, weight decay, and sign-agreement gate
2026-07-15 21:47:37 -04:00
DT
fix(cl): stabilize network training with tighter limits, weight decay, and sign-agreement gate
2026-07-15 21:47:37 -04:00
DWSL
fix(cl): stabilize network training with tighter limits, weight decay, and sign-agreement gate
2026-07-15 21:47:37 -04:00
EDL
fix(cl): stabilize network training with tighter limits, weight decay, and sign-agreement gate
2026-07-15 21:47:37 -04:00
Evalutionary
fix(cl): stabilize network training with tighter limits, weight decay, and sign-agreement gate
2026-07-15 21:47:37 -04:00
ExORL
fix(cl): stabilize network training with tighter limits, weight decay, and sign-agreement gate
2026-07-15 21:47:37 -04:00
FAQ
fix(cl): stabilize network training with tighter limits, weight decay, and sign-agreement gate
2026-07-15 21:47:37 -04:00
GCPC
fix(cl): stabilize network training with tighter limits, weight decay, and sign-agreement gate
2026-07-15 21:47:37 -04:00
GCRL
fix(cl): stabilize network training with tighter limits, weight decay, and sign-agreement gate
2026-07-15 21:47:37 -04:00
GoExploer
fix(cl): stabilize network training with tighter limits, weight decay, and sign-agreement gate
2026-07-15 21:47:37 -04:00
MFT
fix(cl): stabilize network training with tighter limits, weight decay, and sign-agreement gate
2026-07-15 21:47:37 -04:00
NeuroNet_DNG
fix(cl): stabilize network training with tighter limits, weight decay, and sign-agreement gate
2026-07-15 21:47:37 -04:00
NNM
fix(cl): stabilize network training with tighter limits, weight decay, and sign-agreement gate
2026-07-15 21:47:37 -04:00