malagent

Research focus.

Applies Reinforcement Learning from Verifier Rewards to security domains where outcomes can be objectively verified. Code compiles, tests pass, detections fire. Configurable reward signals from binary pass/fail to graduated rewards keyed on detection severity, with verification modes from compile-only to full EDR.