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Author

Julius Nicholas Balzer

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#reinforcement learning Open access Sep 2026

eta-ctrl

A modular framework for rolling-horizon operational control using a Gym-compatible agent–environment abstraction. The framework enables integration of optimization-based agents (Pyomo), reinforcement learning agents (Stable-Baselines3), heuristic search methods, and rule-based controllers. Environments can be instantia...

Andreas Clément, Jerome Stock, Julius Nicholas Balzer et al. · 0 citations
#reinforcement learning Open access Sep 2026

eta-ctrl

A modular framework for rolling-horizon operational control using a Gym-compatible agent–environment abstraction. The framework enables integration of optimization-based agents (Pyomo), reinforcement learning agents (Stable-Baselines3), heuristic search methods, and rule-based controllers. Environments can be instantia...

Andreas Clément, Jerome Stock, Julius Nicholas Balzer et al. · 0 citations

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