Jaein Jang

AdaSTaR: Adaptive Data Sampling for Training Self-Taught Reasoners featured image
LLMs

AdaSTaR: Adaptive Data Sampling for Training Self-Taught Reasoners

Self-Taught Reasoners (STaR), synonymously known as Rejection sampling Fine-Tuning (RFT), is an integral part of the training pipeline of self-improving reasoning Language Models …

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FlickerFusion: Intra-trajectory Domain Generalizing Multi-Agent RL featured image
MARL

FlickerFusion: Intra-trajectory Domain Generalizing Multi-Agent RL

Multi-agent reinforcement learning has demonstrated significant potential in addressing complex cooperative tasks across various real-world applications. However, existing MARL …

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