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How can adaptive interfaces and #HCI benefit from #AI and reinforcement learning?
🧵 A thread on our #CHI2021 paper w. @gilles_bailly @luileito @oulasvirta
🌐 Project page: userinterfaces.aalto.fi/adaptive
🎥 Watch the video:
👇👇 @AaltoResearch @sig_chi @sigchi
🧵 A thread on our #CHI2021 paper w. @gilles_bailly @luileito @oulasvirta
🌐 Project page: userinterfaces.aalto.fi/adaptive
🎥 Watch the video:
👇👇 @AaltoResearch @sig_chi @sigchi
The secret sauce is to make decisions via #planning 🧠 Remember how AlphaGo by @DeepMind could plan moves and consistently win at Go? Turns out you can use similar #RL methods for HCI applications too📱💻
One such promising case is where UIs #adapt automatically to users 🔄 But what does a "win" even mean here? How could the system tell whether the decisions it is making are actually good?🤔
