Human-Aligned Decision Transformers for coastal climate resilience planning with inverse simulation verification
Dev.to AI
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AI Research
AI Business
Reinforcement Learning
Human-Aligned Decision Transformers for coastal climate resilience planning with inverse simulation verification Last summer, while poring over a stack of IPCC reports and coastal inundation models, I had a revelation that changed my entire perspective on AI-driven climate planning. I was experimenting with Decision Transformers - a class of models that frame reinforcement learning as sequence modeling - and realized they could be the missing link between human intuition and machine optimization for coastal resilience.