Krishnan, Srivatsan
- Tiny Robot Learning: Challenges and Directions for Machine Learning in Resource-Constrained Robots
2022/05/11 by Sabrina M. Neuman, Neuman, Sabrina M., Brian Plancher +19 · 3 citations
Engineering · #Advanced Memory and Neural Computing #CCD and CMOS Imaging Sensors #FOS: Computer and information sciences #Machine Learning (cs.LG) #Modular Robots and Swarm Intelligence #Robotics (cs.RO)
- Widening Access to Applied Machine Learning with TinyML
2021/06/07 by Reddi, Vijay Janapa, Plancher, Brian, Kennedy, Susan +21 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Air Learning: A Deep Reinforcement Learning Gym for Autonomous Aerial Robot Visual Navigation
2019/06/02 by Srivatsan Krishnan, Behzad Boroujerdian, Krishnan, Srivatsan +7 · 1 citation
Computer Science · Engineering · #Advanced Neural Network Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robotics (cs.RO) #UAV Applications and Optimization
- Learning to Seek: Autonomous Source Seeking with Deep Reinforcement Learning Onboard a Nano Drone Microcontroller
2019/09/25 by Duisterhof, Bardienus P., Krishnan, Srivatsan, Cruz, Jonathan J. +5 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Robotics (cs.RO) #Systems and Control (eess.SY) #electronic engineering #information engineering
- RL-Scope: Cross-Stack Profiling for Deep Reinforcement Learning Workloads
2021/02/08 by Gleeson, James, Krishnan, Srivatsan, Gabel, Moshe +3 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
- A2Perf: Real-World Autonomous Agents Benchmark
2025/03/04 by Uchendu, Ikechukwu, Jabbour, Jason, Berghe, Korneel Van den +15 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- ArchGym: An Open-Source Gymnasium for Machine Learning Assisted Architecture Design
2023/06/15 by Srivatsan Krishnan, Krishnan, Srivatsan, Amir Yazdanbaksh +19 · 1 citation
Materials Science · Computer Science · Engineering · #Machine Learning in Materials Science #Software Engineering Research #Manufacturing Process and Optimization