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20212026
most citedTRC: Trust Region Conditional Value at Risk for Safe Reinforcement Learning

25 citations · 48 across the 11 of their papers we have counts for

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math.PR2026

Uniform-in-time propagation of chaos for Second-Order Consensus-Based Optimization

Seung-Yeal Ha, Franca Hoffmann, Dohyeon Kim

We study second-order Consensus-Based Optimization (CBO), a derivative-free global optimization algorithm in which the consensus force and the multiplicative exploratory noise act…

cs.LG2026

Compositional Transduction with Latent Analogies for Offline Goal-Conditioned Reinforcement Learning

Junseok Kim, Dohyeong Kim, Mineui Hong +1

Compositional generalization is essential for reaching unseen goals under novel contextual variations in offline goal-conditioned reinforcement learning (GCRL), where a generalist…