Math difficulty is still not well understood. But a systems approach may lead to advances in diagnosis and treatment.

Abstract: Reinforcement learning (RL) is a promising control approach in many scenarios. However, safety-critical applications are still a challenge due to lack of safety guarantees during exploration ...

Abstract: Logical optimization is a crucial step in circuit synthesis, directly impacting the design’s area, power, and delay metrics. Machine Learning techniques ...