Nikhilesh Sharma

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 9

Top Topics

Wireless Sensor

Structural Properties

Reinforcement Learning

Top Venues

IEEE Internet Things J.

Publications

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) (2022)
Nicholas Mastronarde, Nikhilesh Sharma, Jacob Chakareski
Improving Data-Driven Reinforcement Learning in Wireless IoT Systems Using Domain Knowledge. IEEE Commun. Mag. 59 (11) (2021)
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)
Nikhilesh Sharma, Nicholas Mastronarde, Jacob Chakareski
Accelerated Structure-Aware Reinforcement Learning for Delay-Sensitive Energy Harvesting Wireless Sensors. IEEE Trans. Signal Process. 68 (2020)
Nikhilesh Sharma, Nicholas Mastronarde, Jacob Chakareski
Delay-Sensitive Energy-Harvesting Wireless Sensors: Optimal Scheduling, Structural Properties, and Approximation Analysis. IEEE Trans. Commun. 68 (4) (2020)
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)
Nikhilesh Sharma, Nicholas Mastronarde, Jacob Chakareski
Accelerated Structure-Aware Reinforcement Learning for Delay-Sensitive Energy Harvesting Wireless Sensors. CoRR (2018)
Nikhilesh Sharma, Nicholas Mastronarde, Jacob Chakareski
Structural Properties of Optimal Transmission Policies for Delay-Sensitive Energy Harvesting Wireless Sensors. ICC (2018)
Nikhilesh Sharma, Nicholas Mastronarde, Jacob Chakareski
Structural Properties of Optimal Transmission Policies for Delay-Sensitive Energy Harvesting Wireless Sensors. CoRR (2018)