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Lingyu Xiao

2 accepted papers

2025

Learning Multiple Probabilistic Decisions from Latent World Model in Autonomous Driving

ICRA 2025

The autoregressive world model exhibits robust generalization capabilities in vectorized scene understanding but encounters difficulties in deriving actions due to insufficient uncertainty modeling and self-delusion. In this paper, we explore the feasibility of deriving decisions from an autoregres-

Cited by 7SourcecodeScholar