8 citations · 13 across the 5 of their papers we have counts for
5 papers
The coupling effect between the environment and strategies drives the emergence of group cooperation
Changyan Di, Qingguo Zhou, Jun Shen +3
Introducing environmental feedback into evolutionary game theory has led to the development of eco-evolutionary games, which have gained popularity due to their ability to capture…
Metalearning generalizable dynamics from trajectories
Qiaofeng Li, Tianyi Wang, Vwani Roychowdhury +1
We present the interpretable meta neural ordinary differential equation (iMODE) method to rapidly learn generalizable (i.e., not parameter-specific) dynamics from trajectories of m…
Diverse Imitation Learning via Self-Organizing Generative Models
Arash Vahabpour, Tianyi Wang, Qiujing Lu +2
Imitation learning is the task of replicating expert policy from demonstrations, without access to a reward function. This task becomes particularly challenging when the expert exh…
Rapidly Encoding Generalizable Dynamics in a Euclidean Symmetric Neural Network
Qiaofeng Li, Tianyi Wang, Vwani Roychowdhury +1
Slinky, a helical elastic rod, is a seemingly simple structure with unusual mechanical behavior; for example, it can walk down a flight of stairs under its own weight. Taking Slink…
Accuracy and Resiliency of Analog Compute-in-Memory Inference Engines
Zhe Wan, Tianyi Wang, Yiming Zhou +2
Recently, analog compute-in-memory (CIM) architectures based on emerging analog non-volatile memory (NVM) technologies have been explored for deep neural networks (DNN) to improve…