121 citations · 121 across the 3 of their papers we have counts for
3 papers
cs.NE2026
Computing with Living Neurons: Chaos-Controlled Reservoir Computing with Knowledge Transplant
Seung Hyun Kim, Zhi Dou, Gaurav Upadhyay +6
We introduce chaos-controlled Reservoir Computing (cc-RC) for living neural cultures: dynamically rich substrates of unique potential for adaptive computation. To account for intri…
cs.LG2024
Online Reinforcement Learning with Passive Memory
Anay Pattanaik, Lav R. Varshney
This paper considers an online reinforcement learning algorithm that leverages pre-collected data (passive memory) from the environment for online interaction. We show that using p…
cs.LG2017★ 121 cited
Robust Deep Reinforcement Learning with Adversarial Attacks
Anay Pattanaik, Zhenyi Tang, Shuijing Liu +2
This paper proposes adversarial attacks for Reinforcement Learning (RL) and then improves the robustness of Deep Reinforcement Learning algorithms (DRL) to parameter uncertainties…