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cs.LG2025
Deep Active Inference Agents for Delayed and Long-Horizon Environments
Yavar Taheri Yeganeh, Mohsen Jafari, Andrea Matta
With the recent success of world-model agents, which extend the core idea of model-based reinforcement learning by learning a differentiable model for sample-efficient control acro…
cs.LG2024★ 1 cited
Active Inference Meeting Energy-Efficient Control of Parallel and Identical Machines
Yavar Taheri Yeganeh, Mohsen Jafari, Andrea Matta
We investigate the application of active inference in developing energy-efficient control agents for manufacturing systems. Active inference, rooted in neuroscience, provides a uni…