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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…
math.OC2025
Active Inference for Energy Control and Planning in Smart Buildings and Communities
Seyyed Danial Nazemi, Mohsen A. Jafari, Andrea Matta
Active Inference (AIF) is emerging as a powerful framework for decision-making under uncertainty, yet its potential in engineering applications remains largely unexplored. In this…