Kourosh Hakhamaneshi

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 13

Top Topics

Reinforcement Learning

Combinatorial Optimization

Top Venues

Publications

Kourosh Hakhamaneshi, Marcel Nassar, Mariano Phielipp, Pieter Abbeel, Vladimir Stojanovic
Pretraining Graph Neural Networks for Few-Shot Analog Circuit Modeling and Design. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (7) (2023)
Kourosh Hakhamaneshi, Marcel Nassar, Mariano Phielipp, Pieter Abbeel, Vladimir Stojanovic
Pretraining Graph Neural Networks for few-shot Analog Circuit Modeling and Design. CoRR (2022)
Kourosh Hakhamaneshi, Ruihan Zhao, Albert Zhan, Pieter Abbeel, Michael Laskin
Hierarchical Few-Shot Imitation with Skill Transition Models. ICLR (2022)
Christy D. Bergman, Kourosh Hakhamaneshi
Hands-on Reinforcement Learning for Recommender Systems - From Bandits to SlateQ to Offline RL with Ray RLlib. RecSys (2022)
Xiaofei Wang, Kimin Lee, Kourosh Hakhamaneshi, Pieter Abbeel, Michael Laskin
Skill Preferences: Learning to Extract and Execute Robotic Skills from Human Feedback. CoRR (2021)
Kourosh Hakhamaneshi, Pieter Abbeel, Vladimir Stojanovic, Aditya Grover
JUMBO: Scalable Multi-task Bayesian Optimization using Offline Data. CoRR (2021)
Xiaofei Wang, Kimin Lee, Kourosh Hakhamaneshi, Pieter Abbeel, Michael Laskin
Skill Preferences: Learning to Extract and Execute Robotic Skills from Human Feedback. CoRL (2021)
Kourosh Hakhamaneshi, Ruihan Zhao, Albert Zhan, Pieter Abbeel, Michael Laskin
Hierarchical Few-Shot Imitation with Skill Transition Models. CoRR (2021)
Kourosh Hakhamaneshi, Keertana Settaluri, Pieter Abbeel, Vladimir Stojanovic
GACEM: Generalized Autoregressive Cross Entropy Method for Multi-Modal Black Box Constraint Satisfaction. CoRR (2020)
Keertana Settaluri, Ameer Haj-Ali, Qijing Huang, Kourosh Hakhamaneshi, Borivoje Nikolic
AutoCkt: Deep Reinforcement Learning of Analog Circuit Designs. DATE (2020)
Kourosh Hakhamaneshi, Nick Werblun, Pieter Abbeel, Vladimir Stojanovic
BagNet: Berkeley Analog Generator with Layout Optimizer Boosted with Deep Neural Networks. CoRR (2019)
Kourosh Hakhamaneshi, Nick Werblun, Pieter Abbeel, Vladimir Stojanovic
Analog Circuit Generator based on Deep Neural Network enhanced Combinatorial Optimization. DAC (2019)
Kourosh Hakhamaneshi, Nick Werblun, Pieter Abbeel, Vladimir Stojanovic
BagNet: Berkeley Analog Generator with Layout Optimizer Boosted with Deep Neural Networks. ICCAD (2019)