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#multi-task News & Analysis

2 articles tagged with #multi-task. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles
AIBullisharXiv – CS AI · Mar 37/108
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Scaling Tasks, Not Samples: Mastering Humanoid Control through Multi-Task Model-Based Reinforcement Learning

Researchers propose EfficientZero-Multitask (EZ-M), a multi-task model-based reinforcement learning algorithm that scales the number of tasks rather than samples per task for robotics training. The approach achieves state-of-the-art performance on HumanoidBench with significantly higher sample efficiency by leveraging shared world models across diverse tasks.