Trillion Parameter run achieved with DeepSeek R1 671B model on 36 Nvidia H100 GPUs We are pleased to offer a Trillion ...
Abstract: In cooperative multiagent reinforcement learning (MARL), centralized training with decentralized execution (CTDE) has recently attracted more attention due to the physical demand. However, ...
An aggregate limit in insurance is a constraint that specifies the maximum amount an insurer will cover in claims over the policy period, ensuring the policyholder does not exceed this financial ...
Abstract: This paper presents a Model Predictive Control (MPC) formulation with constraint aggregation using the Kreisselmeier-Steinhauser (KS) function. The KS aggregation function provides an ...
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