Yasaman Esfandiari

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 9

Top Topics

Multi Agent Environments

Reinforcement Learning Agents

Markov Decision Processes

Top Venues

Neural Networks

Publications

Fateme Fotouhi, Aditya Balu, Zhanhong Jiang, Yasaman Esfandiari, Salman Jahani, Soumik Sarkar
Dominating Set Model Aggregation for communication-efficient decentralized deep learning. Neural Networks 171 (2024)
Yasaman Esfandiari, Aditya Balu, Keivan Ebrahimi, Umesh Vaidya, Nicola Elia, Soumik Sarkar
A fast saddle-point dynamical system approach to robust deep learning. Neural Networks 139 (2021)
Yasaman Esfandiari, Sin Yong Tan, Zhanhong Jiang, Aditya Balu, Ethan Herron, Chinmay Hegde, Soumik Sarkar
Cross-Gradient Aggregation for Decentralized Learning from Non-IID data. CoRR (2021)
Xian Yeow Lee, Yasaman Esfandiari, Kai Liang Tan, Soumik Sarkar
Query-based targeted action-space adversarial policies on deep reinforcement learning agents. ICCPS (2021)
Yasaman Esfandiari, Sin Yong Tan, Zhanhong Jiang, Aditya Balu, Ethan Herron, Chinmay Hegde, Soumik Sarkar
Cross-Gradient Aggregation for Decentralized Learning from Non-IID Data. ICML (2021)
Kai Liang Tan, Yasaman Esfandiari, Xian Yeow Lee, Aakanksha, Soumik Sarkar
Robustifying Reinforcement Learning Agents via Action Space Adversarial Training. CoRR (2020)
Kai Liang Tan, Yasaman Esfandiari, Xian Yeow Lee, Aakanksha, Soumik Sarkar
Robustifying Reinforcement Learning Agents via Action Space Adversarial Training. ACC (2020)
Xian Yeow Lee, Yasaman Esfandiari, Kai Liang Tan, Soumik Sarkar
Query-based Targeted Action-Space Adversarial Policies on Deep Reinforcement Learning Agents. CoRR (2020)
Yasaman Esfandiari, Keivan Ebrahimi, Aditya Balu, Nicola Elia, Umesh Vaidya, Soumik Sarkar
A Saddle-Point Dynamical System Approach for Robust Deep Learning. CoRR (2019)