AI RESEARCH
A Doeblin-Anchored Contrastive Chart for Learning Markov Transition Kernels
arXiv CS.LG
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ArXi:2606.02232v1 Announce Type: new Learning a Marko transition model is not merely conditional density estimation: the learned object must be a valid transition kernel before it is iterated in downstream dynamics. This paper