Human-Aligned Decision Transformers for sustainable aquaculture monitoring systems for extreme data sparsity scenarios

This content describes a research journey into developing Human-Aligned Decision Transformers for sustainable aquaculture monitoring systems. The core challenge addressed is extreme data sparsity in fish farms, where sensors frequently fail, leading to significant gaps in critical monitoring data and hindering actionable insights.