Efficient Design Space Exploration for the BOOM Using SAC-Based Reinforcement Learning

Mingjun Cheng, Shihan Zhang,Xin Zheng, Xian Lin, Huaien Gao,Shuting Cai,Xiaoming Xiong,Bei Yu

IEEE Transactions on Very Large Scale Integration (VLSI) Systems（2025）

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Key words

Berkeley out-of-order machine (BOOM),design space exploration (DSE),microarchitecture (μ-arch),reduced instruction set computer V (RISC-V),reinforcement learning (RL)

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