ArchGym: An Open-Source Gymnasium for Machine Learning Assisted Architecture Design

Author:

Krishnan Srivatsan1ORCID,Yazdanbakhsh Amir2ORCID,Prakash Shvetank3ORCID,Jabbour Jason3ORCID,Uchendu Ikechukwu3ORCID,Ghosh Susobhan3ORCID,Boroujerdian Behzad4ORCID,Richins Daniel5ORCID,Tripathy Devashree6ORCID,Faust Aleksandra7ORCID,Janapa Reddi Vijay3ORCID

Affiliation:

1. Harvard University, Cambridge, Massachusetts, USA

2. Google Research, Brain Team, Mountain View, USA

3. Harvard University, Cambridge, USA

4. University of Texas/Harvard University, Austin, USA

5. The University of Texas, Austin, USA

6. IIT Bhubaneswar/Harvard University, Bhubaneswar, USA

7. Google Research, Mountain View, USA

Funder

IARPA

Publisher

ACM

Reference110 articles.

1. [n. d.]. Scikit-opt. https://scikit-opt.github.io/ [n. d.]. Scikit-opt. https://scikit-opt.github.io/

2. [n. d.]. Scikit-Optimize. https://scikit-optimize.github.io/ [n. d.]. Scikit-Optimize. https://scikit-optimize.github.io/

3. Martín Abadi , Paul Barham , Jianmin Chen , Zhifeng Chen , Andy Davis , Jeffrey Dean , Matthieu Devin , Sanjay Ghemawat , Geoffrey Irving , Michael Isard , 2016 . Tensorflow: a system for large-scale machine learning .. In USENIX Symposium on Operating Systems Design and Implementation (OSDI) , Vol. 16 . Savannah, GA, USA, 265--283. Martín Abadi, Paul Barham, Jianmin Chen, Zhifeng Chen, Andy Davis, Jeffrey Dean, Matthieu Devin, Sanjay Ghemawat, Geoffrey Irving, Michael Isard, et al. 2016. Tensorflow: a system for large-scale machine learning.. In USENIX Symposium on Operating Systems Design and Implementation (OSDI), Vol. 16. Savannah, GA, USA, 265--283.

4. Michael Ahn Anthony Brohan Noah Brown Yevgen Chebotar Omar Cortes Byron David Chelsea Finn Chuyuan Fu Keerthana Gopalakrishnan Karol Hausman Alex Herzog Daniel Ho Jasmine Hsu Julian Ibarz Brian Ichter Alex Irpan Eric Jang Rosario Jauregui Ruano Kyle Jeffrey Sally Jesmonth Nikhil J Joshi Ryan Julian Dmitry Kalashnikov Yuheng Kuang Kuang-Huei Lee Sergey Levine Yao Lu Linda Luu Carolina Parada Peter Pastor Jornell Quiambao Kanishka Rao Jarek Rettinghouse Diego Reyes Pierre Sermanet Nicolas Sievers Clayton Tan Alexander Toshev Vincent Vanhoucke Fei Xia Ted Xiao Peng Xu Sichun Xu Mengyuan Yan and Andy Zeng. 2022. Do As I Can Not As I Say: Grounding Language in Robotic Affordances. arXiv preprint arXiv:2204.01691 (2022). Michael Ahn Anthony Brohan Noah Brown Yevgen Chebotar Omar Cortes Byron David Chelsea Finn Chuyuan Fu Keerthana Gopalakrishnan Karol Hausman Alex Herzog Daniel Ho Jasmine Hsu Julian Ibarz Brian Ichter Alex Irpan Eric Jang Rosario Jauregui Ruano Kyle Jeffrey Sally Jesmonth Nikhil J Joshi Ryan Julian Dmitry Kalashnikov Yuheng Kuang Kuang-Huei Lee Sergey Levine Yao Lu Linda Luu Carolina Parada Peter Pastor Jornell Quiambao Kanishka Rao Jarek Rettinghouse Diego Reyes Pierre Sermanet Nicolas Sievers Clayton Tan Alexander Toshev Vincent Vanhoucke Fei Xia Ted Xiao Peng Xu Sichun Xu Mengyuan Yan and Andy Zeng. 2022. Do As I Can Not As I Say: Grounding Language in Robotic Affordances. arXiv preprint arXiv:2204.01691 (2022).

5. Dario Amodei , Girish Sastry Danny Hernandez , Jack Clark, Greg Brockman, and Ilya Sutskever. 2018 . AI and Compute . https://openai.com/blog/ai-and-compute/ Dario Amodei, Girish Sastry Danny Hernandez, Jack Clark, Greg Brockman, and Ilya Sutskever. 2018. AI and Compute. https://openai.com/blog/ai-and-compute/

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