Akshay Narayan

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 9

Top Topics

State Abstraction

Active Exploration

Function Approximation

Reinforcement Learning

Top Venues

Publications

Cheng Yi Pei, Akshay Narayan
Optimizing Asynchronous Collaboration in Virtual Classrooms. EDUCON (2024)
Xudong Shen, Hannah Brown, Jiashu Tao, Martin Strobel, Yao Tong, Akshay Narayan, Harold Soh, Finale Doshi-Velez
Towards Regulatable AI Systems: Technical Gaps and Policy Opportunities. CoRR (2023)
Xinyi Xu, Tiancheng Huang, Pengfei Wei, Akshay Narayan, Tze-Yun Leong
Hierarchial Reinforcement Learning in StarCraft II with Human Expertise in Subgoals Selection. CoRR (2020)
Akshay Narayan, Tze-Yun Leong
Effects of Task Similarity on Policy Transfer with Selective Exploration in Reinforcement Learning. AAMAS (2019)
Jatin Goyal, Abhijith Madan, Akshay Narayan, Shrisha Rao
ASD: A Framework for Generation of Task Hierarchies for Transfer in Reinforcement Learning. ICONIP (3) (2018)
Akshay Narayan, Zhuoru Li, Tze-Yun Leong
SEAPoT-RL: Selective Exploration Algorithm for Policy Transfer in RL. AAAI (2017)
Zhuoru Li, Akshay Narayan, Tze-Yun Leong
An Efficient Approach to Model-Based Hierarchical Reinforcement Learning. AAAI (2017)
Zhuoru Li, Akshay Narayan, Tze-Yun Leong
A Core Task Abstraction Approach to Hierarchical Reinforcement Learning: (Extended Abstract). AAMAS (2016)
Paul C. Hershey, Shrisha Rao, Charles B. Silio Jr., Akshay Narayan
System of Systems for Quality-of-Service Observation and Response in Cloud Computing Environments. IEEE Syst. J. 9 (1) (2015)
Paul C. Hershey, Charles B. Silio Jr., Akshay Narayan, Shrisha Rao
Cloud-based Mission Observation, Response, Exploitation (CMORE) System. SysCon (2014)
Akshay Narayan, Shrisha Rao
Power-Aware Cloud Metering. IEEE Trans. Serv. Comput. 7 (3) (2014)
Akshay Narayan, Prateek Saxena
The curse of 140 characters: evaluating the efficacy of SMS spam detection on android. SPSM@CCS (2013)
Akshay Narayan, Jaya Sreevalsan-Nair, Kelly P. Gaither, Bernd Hamann
Isosurface Extraction from Hybrid Unstructured Grids Containing Pentahedral Elements. GRAPP/IVAPP (2012)
Paul C. Hershey, Shrisha Rao, Charles B. Silio Jr., Akshay Narayan
System of Systems to provide Quality of Service monitoring, management and response in cloud computing environments. SoSE (2012)
Rajeshwari Ganesan, Santonu Sarkar, Akshay Narayan
Analysis of SaaS Business Platform Workloads for Sizing and Collocation. IEEE CLOUD (2012)