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Jana Mazancová

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#reinforcement learning Open access Sep 2026

Deep reinforcement learning for simulated autonomous heat stress mitigation in dairy cattle

Heat stress significantly constrains dairy cattle productivity and welfare, compromising milk production and fertility. Yet, despite advances in heat stress detection and prediction, conventional mitigation strategies still rely on fixed thresholds, overlooking inter-animal variability and cumulative thermal load. In t...

Jan Saro, Jaromír Ducháček, Jana Mazancová et al. · 0 citations
#reinforcement learning Open access Sep 2026

Deep reinforcement learning for simulated autonomous heat stress mitigation in dairy cattle

Heat stress significantly constrains dairy cattle productivity and welfare, compromising milk production and fertility. Yet, despite advances in heat stress detection and prediction, conventional mitigation strategies still rely on fixed thresholds, overlooking inter-animal variability and cumulative thermal load. In t...

Jan Saro, Jaromír Ducháček, Jana Mazancová et al. · 0 citations
#reinforcement learning Open access Sep 2026

Deep reinforcement learning for simulated autonomous heat stress mitigation in dairy cattle

Heat stress significantly constrains dairy cattle productivity and welfare, compromising milk production and fertility. Yet, despite advances in heat stress detection and prediction, conventional mitigation strategies still rely on fixed thresholds, overlooking inter-animal variability and cumulative thermal load. In t...

Jan Saro, Jaromír Ducháček, Jana Mazancová et al. · 0 citations

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