Explore and Exploit with Heterotic Line Bundle Models
We use deep reinforcement learning to explore a class of heterotic $SU(5)$ GUT models constructed from line bundle sums over Complete Intersection Calabi Yau (CICY) manifolds. We perform several experiments where A3C agents are trained to search for such models... (read more)
PDFTasks
Datasets
OpenAI Gym
Results from the Paper
Submit
results from this paper
to get state-of-the-art GitHub badges and help the
community compare results to other papers.
LINE
Entropy Regularization
Dense Connections
Softmax
Convolution
A3C