Bhargav Ganguly

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 13

Top Topics

Reinforcement Learning

Top Venues

IEEE/ACM Trans. Netw.

Publications

Jiayu Chen, Bhargav Ganguly, Yang Xu, Yongsheng Mei, Tian Lan, Vaneet Aggarwal
Deep Generative Models for Offline Policy Learning: Tutorial, Survey, and Perspectives on Future Directions. CoRR (2024)
Jiayu Chen, Bhargav Ganguly, Tian Lan, Vaneet Aggarwal
Variational Offline Multi-agent Skill Discovery. CoRR (2024)
Bhargav Ganguly, Vaneet Aggarwal
Online Federated Learning via Non-Stationary Detection and Adaptation Amidst Concept Drift. IEEE/ACM Trans. Netw. 32 (1) (2024)
Jiayu Chen, Bhargav Ganguly, Sameeran G. Kanade, Vincent G. Duffy
Impact of AI on Mobile Computing: A Systematic Review from a Human Factors Perspective. HCI (53) (2023)
Bhargav Ganguly, Vaneet Aggarwal
Quantum Acceleration of Infinite Horizon Average-Reward Reinforcement Learning. CoRR (2023)
Bhargav Ganguly, Seyyedali Hosseinalipour, Kwang Taik Kim, Christopher G. Brinton, Vaneet Aggarwal, David J. Love, Mung Chiang
Multi-Edge Server-Assisted Dynamic Federated Learning With an Optimized Floating Aggregation Point. IEEE/ACM Trans. Netw. 31 (6) (2023)
Bhargav Ganguly, Yulian Wu, Di Wang, Vaneet Aggarwal
Quantum Computing Provides Exponential Regret Improvement in Episodic Reinforcement Learning. CoRR (2023)
Bhargav Ganguly, Seyyedali Hosseinalipour, Kwang Taik Kim, Christopher G. Brinton, Vaneet Aggarwal, David J. Love, Mung Chiang
Multi-Edge Server-Assisted Dynamic Federated Learning with an Optimized Floating Aggregation Point. CoRR (2022)
Bhargav Ganguly, Vaneet Aggarwal
Online Federated Learning via Non-Stationary Detection and Adaptation amidst Concept Drift. CoRR (2022)
Alec Koppel, Amrit Singh Bedi, Bhargav Ganguly, Vaneet Aggarwal
Convergence Rates of Average-Reward Multi-agent Reinforcement Learning via Randomized Linear Programming. CDC (2022)
Mridul Agarwal, Bhargav Ganguly, Vaneet Aggarwal
Communication Efficient Parallel Reinforcement Learning. CoRR (2021)
Mridul Agarwal, Bhargav Ganguly, Vaneet Aggarwal
Communication efficient parallel reinforcement learning. UAI (2021)
Alec Koppel, Amrit Singh Bedi, Bhargav Ganguly, Vaneet Aggarwal
Randomized Linear Programming for Tabular Average-Cost Multi-agent Reinforcement Learning. ACSCC (2021)