research
∙
12/06/2021
MDPGT: Momentum-based Decentralized Policy Gradient Tracking
We propose a novel policy gradient method for multi-agent reinforcement ...
share
research
∙
11/13/2020
Query-based Targeted Action-Space Adversarial Policies on Deep Reinforcement Learning Agents
Advances in computing resources have resulted in the increasing complexi...
research
∙
07/14/2020
Robustifying Reinforcement Learning Agents via Action Space Adversarial Training
Adoption of machine learning (ML)-enabled cyber-physical systems (CPS) a...
research
∙
11/14/2019
Deep Reinforcement Learning for Adaptive Traffic Signal Control
Many existing traffic signal controllers are either simple adaptive cont...
research
∙
09/05/2019