Laya Das

Challenges and Opportunities in Deep Reinforcement Learning with Graph Neural Networks: A Comprehensive review of Algorithms and Applications

M. Halappanavar, B. Natarajan, Sai Munikoti, 2022, ArXiv.

A unified theory of emergent equilibrium phenomena in active and passive matter

V. Venkatasubramanian, Laya Das, A. Sivaram, 2022, Comput. Chem. Eng..

Robust and Efficient Swarm Communication Topologies for Hostile Environments

V. Venkatasubramanian, Vipul Mann, Laya Das, 2020, Swarm Evol. Comput..

Challenges and Opportunities in Deep Reinforcement Learning with Graph Neural Networks: A Comprehensive review of Algorithms and Applications

M. Halappanavar, B. Natarajan, Sai Munikoti, 2022, ArXiv.

Challenges and Opportunities in Deep Reinforcement Learning with Graph Neural Networks: A Comprehensive review of Algorithms and Applications

M. Halappanavar, B. Natarajan, Sai Munikoti, 2022, IEEE transactions on neural networks and learning systems.