Theme 1: How can we model the impact of extreme weather events (e.g. drought, flooding, hurricanes) on pricing in insurance, listed equity, and bond markets?
Theme 3: How can we use social media sentiment to predict company returns?
Solution: Utilising a deep reinforcement learning framework with policy gradient optimisation
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