6 citations · 6 across the 6 of their papers we have counts for
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cs.SE2026
A Model-Driven Approach for Developing Families of Reinforcement Learning Environments
Xiaoran Liu, Istvan David
Virtual training environments are software-intensive systems in which reinforcement learning (RL) agents learn, adapt, and demonstrate meaningful behavior. Virtual training environ…
cs.SE2026
A Reference Architecture of Reinforcement Learning Frameworks
Xiaoran Liu, Istvan David
The surge in reinforcement learning (RL) applications gave rise to diverse supporting technology, such as RL frameworks. However, the architectural patterns of these frameworks are…