molecular design

Symmetry-Aware Actor-Critic for 3D Molecular Design

We propose an actor-critic architecture for 3D molecular design that exploits the symmetries of the design process using spherical harmonics.

Reinforcement Learning for Molecular Design Guided by Quantum Mechanics

We present a reinforcement learning formulation that enables molecular design directly in Cartesian coordinates.