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AutoCkt: Deep Reinforcement Learning of Analog Circuit Designs.

, , , , и . DATE, стр. 490-495. IEEE, (2020)

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Kourosh Koushan

Kourosh Savadkouhi

Kourosh Norouzi

Kourosh Djalali

Kourosh Bahrami

 

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Pre-training Agents for Design Optimization and Control. University of California, Berkeley, USA, (2022)BagNet: Berkeley Analog Generator with Layout Optimizer Boosted with Deep Neural Networks., , , и . ICCAD, стр. 1-8. ACM, (2019)Skill Preferences: Learning to Extract and Execute Robotic Skills from Human Feedback., , , , и . CoRL, том 164 из Proceedings of Machine Learning Research, стр. 1259-1268. PMLR, (2021)Analog Circuit Generator based on Deep Neural Network enhanced Combinatorial Optimization., , , и . DAC, стр. 228. ACM, (2019)JUMBO: Scalable Multi-task Bayesian Optimization using Offline Data., , , и . CoRR, (2021)Hierarchical Few-Shot Imitation with Skill Transition Models., , , , и . ICLR, OpenReview.net, (2022)GACEM: Generalized Autoregressive Cross Entropy Method for Multi-Modal Black Box Constraint Satisfaction., , , и . CoRR, (2020)AutoCkt: Deep Reinforcement Learning of Analog Circuit Designs., , , , и . DATE, стр. 490-495. IEEE, (2020)LLMs Can Easily Learn to Reason from Demonstrations Structure, not content, is what matters!, , , , , , , , , и 2 other автор(ы). CoRR, (февраля 2025)Hands-on Reinforcement Learning for Recommender Systems - From Bandits to SlateQ to Offline RL with Ray RLlib., и . RecSys, стр. 700-701. ACM, (2022)