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Nikhilesh Sharma
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2020 – today
- 2022
- [j4]Jianchi Sun
, Nikhilesh Sharma
, Jacob Chakareski
, Nicholas Mastronarde
, Yingjie Lao
:
Hardware Acceleration for Postdecision State Reinforcement Learning in IoT Systems. IEEE Internet Things J. 9(12): 9889-9903 (2022) - 2021
- [j3]Nicholas Mastronarde
, Nikhilesh Sharma, Jacob Chakareski:
Improving Data-Driven Reinforcement Learning in Wireless IoT Systems Using Domain Knowledge. IEEE Commun. Mag. 59(11): 95-101 (2021) - 2020
- [b1]Nikhilesh Sharma:
Value Function Approximation Algorithms for Reinforcement Learning in Delay-Sensitive Wireless Communications. University at Buffalo, New York, USA, 2020 - [j2]Nikhilesh Sharma
, Nicholas Mastronarde
, Jacob Chakareski
:
Delay-Sensitive Energy-Harvesting Wireless Sensors: Optimal Scheduling, Structural Properties, and Approximation Analysis. IEEE Trans. Commun. 68(4): 2509-2524 (2020) - [j1]Nikhilesh Sharma
, Nicholas Mastronarde
, Jacob Chakareski
:
Accelerated Structure-Aware Reinforcement Learning for Delay-Sensitive Energy Harvesting Wireless Sensors. IEEE Trans. Signal Process. 68: 1409-1424 (2020) - [c3]Jianchi Sun, Nikhilesh Sharma, Jacob Chakareski, Nicholas Mastronarde, Yingjie Lao:
Action Evaluation Hardware Accelerator for Next-Generation Real-Time Reinforcement Learning in Emerging IoT Systems. ISVLSI 2020: 428-433 - [c2]Nikhilesh Sharma, Sen Zhang, Someshwar Rao Somayajula Venkata, Filippo Malandra
, Nicholas Mastronarde
, Jacob Chakareski:
Deep Reinforcement Learning for Delay-Sensitive LTE Downlink Scheduling. PIMRC 2020: 1-6
2010 – 2019
- 2018
- [c1]Nikhilesh Sharma, Nicholas Mastronarde, Jacob Chakareski:
Structural Properties of Optimal Transmission Policies for Delay-Sensitive Energy Harvesting Wireless Sensors. ICC 2018: 1-7 - [i2]Nikhilesh Sharma, Nicholas Mastronarde, Jacob Chakareski:
Structural Properties of Optimal Transmission Policies for Delay-Sensitive Energy Harvesting Wireless Sensors. CoRR abs/1803.09778 (2018) - [i1]Nikhilesh Sharma, Nicholas Mastronarde, Jacob Chakareski:
Accelerated Structure-Aware Reinforcement Learning for Delay-Sensitive Energy Harvesting Wireless Sensors. CoRR abs/1807.08315 (2018)
Coauthor Index
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