AUTOCIRCUIT-RL: Reinforcement Learning-Driven LLM for Automated Circuit Topology Generation

Prashanth Vijayaraghavan; Luyao Shi; Ehsan Degan; Vandana Mukherjee; Xin Zhang

2025 ICML ICML 2025

AUTOCIRCUIT-RL: Reinforcement Learning-Driven LLM for Automated Circuit Topology Generation

Abstract

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🌉 Interdisciplinary Bridge - Artificial Intelligence and Reinforcement Learning

Authors

Prashanth Vijayaraghavan, Luyao Shi, Ehsan Degan, Vandana Mukherjee, Xin Zhang

Topics

Machine Learning > Application Areas > Efficient Computing Reinforcement Learning > Methods > Deep RL Artificial Intelligence > Core AI > Large Language Models

Keywords

reinforcement learning large language model circuit topology generation efficiency validity design constraints

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