Výsledky vyhledávání - "Kalinin, Pavel A."

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Batch-Softmax Contrastive Loss for Pairwise Sentence Scoring Tasks

Autor: Chernyavskiy, Anton, Ilvovsky, Dmitry, Kalinin, Pavel, Nakov, Preslav

The use of contrastive loss for representation learning has become prominent in computer vision, and it is now getting attention in Natural Language Processing (NLP). Here, we explore the idea of using a batch-softmax contrastive loss when fine-tunin

Externí odkaz: http://arxiv.org/abs/2110.15725

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Towards Practical Credit Assignment for Deep Reinforcement Learning

Autor: Alipov, Vyacheslav, Simmons-Edler, Riley, Putintsev, Nikita, Kalinin, Pavel, Vetrov, Dmitry

Credit assignment is a fundamental problem in reinforcement learning, the problem of measuring an action's influence on future rewards. Explicit credit assignment methods have the potential to boost the performance of RL algorithms on many tasks, but

Externí odkaz: http://arxiv.org/abs/2106.04499

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