A multimodal VLM-TO-IRL framework with GAIL learns professional-specific reward functions from telemetry and tactical commentary to rank esports players by stylistic alignment.
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2026 2verdicts
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Proves consistency and asymptotic normality of the Whittle estimator for stationary multivariate Hawkes processes under the spectral radius condition alone, plus a frequency-domain test for subprocess independence.
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Scouting By Reward: VLM-TO-IRL-Driven Player Selection For Esports
A multimodal VLM-TO-IRL framework with GAIL learns professional-specific reward functions from telemetry and tactical commentary to rank esports players by stylistic alignment.
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Spectral analysis of multivariate stationary Hawkes processes
Proves consistency and asymptotic normality of the Whittle estimator for stationary multivariate Hawkes processes under the spectral radius condition alone, plus a frequency-domain test for subprocess independence.