Abstract: In a field of circuit design that uses deep learning such as layout optimization, parameter optimization, and circuit synthesis automation, the proposed framework, fast-GateRL, addresses the ...

Abstract: Development projects often face difficulties due to inconsistent code quality, which leads to increased technical debt and ineffective manual reviews. These issues make software difficult to ...

The framework establishes a specific division of labor between the human researcher and the AI agent. The system operates on a continuous feedback loop where progress is tracked via git commits on a ...