SwiftRL: Towards Efficient Reinforcement Learning on Real
Processing-In-Memory Systems

SwiftRL: Towards Efficient Reinforcement Learning on Real Processing-In-Memory Systems

7 May 2024

Kailash Gogineni

Sai Santosh Dayapule

Juan Gómez Luna

Karthikeya Gogineni

Mohammad Sadrosadati

Guru Venkataramani

Papers citing "SwiftRL: Towards Efficient Reinforcement Learning on Real Processing-In-Memory Systems"

9 / 9 papers shown

Title
Feelbert: A Feedback Linearization-based Embedded Real-Time Quadrupedal Locomotion Framework Aristide Emanuele Casucci F. Nesti Mauro Marinoni Giorgio Buttazzo 19 0 0 28 Apr 2025
Accelerating Graph Neural Networks on Real Processing-In-Memory Systems Christina Giannoula Peiming Yang Ivan Fernandez Vega Jiacheng Yang Yu Xin Li Juan Gómez Luna Mohammad Sadrosadati Onur Mutlu Gennady Pekhimenko GNN 17 4 0 26 Feb 2024
Leveraging Factored Action Spaces for Efficient Offline Reinforcement Learning in Healthcare Shengpu Tang Maggie Makar Michael Sjoding Finale Doshi-Velez Jenna Wiens OffRL 48 37 0 02 May 2023
MAC-PO: Multi-Agent Experience Replay via Collective Priority Optimization Yongsheng Mei Hanhan Zhou Tian-Shing Lan Guru Venkataramani Peng Wei 33 38 0 21 Feb 2023
A Review of Safe Reinforcement Learning: Methods, Theory and Applications Shangding Gu Longyu Yang Yali Du Guang Chen Florian Walter Jun Wang Alois C. Knoll OffRL AI4TS 111 231 0 20 May 2022
Sibyl: Adaptive and Extensible Data Placement in Hybrid Storage Systems Using Online Reinforcement Learning Gagandeep Singh Rakesh Nadig Jisung Park Rahul Bera Nastaran Hajinazar D. Novo Juan Gómez Luna S. Stuijk Henk Corporaal O. Mutlu 42 33 0 15 May 2022
SMARTS: Scalable Multi-Agent Reinforcement Learning Training School for Autonomous Driving Ming Zhou Jun-Jie Luo Julian Villela Yaodong Yang David Rusu ... H. Ammar Hongbo Zhang Wulong Liu Jianye Hao Jun Wang 131 192 0 19 Oct 2020
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Sergey Levine Aviral Kumar George Tucker Justin Fu OffRL GP 329 1,944 0 04 May 2020
Deep Reinforcement Learning for Autonomous Driving: A Survey B. R. Kiran Ibrahim Sobh V. Talpaert Patrick Mannion A. A. Sallab S. Yogamani P. Pérez 143 1,599 0 02 Feb 2020