Generalization from weak to strong
There are still important differences between our current empirical setup and the fundamental problem of aligning superhuman models. For example, ...
Tag: Generalization
Meet GROOT: A Robust Imitation Learning Framework for Vision-Based Manipulation with 3D Object-Centric Priorities and Adaptive Policy Generalization
With the rise in popularity and use cases of artificial intelligence, imitation learning (IL) has proven to be a successful ...
Meta AI Researchers Present GenBench: A Revolutionary Framework to Advance Generalization in Natural Language Processing
The ability of a model to generalize or effectively apply learned knowledge to new contexts is essential to the continued ...
Researchers from Stanford, NVIDIA, and UT Austin Propose Interepisode Curriculum (CEC): A New AI Algorithm to Boost Learning Efficiency and Generalization of Transformative Agents
Sequential decision-making problems are undergoing a major transition due to the paradigm shift brought about by the introduction of basic ...
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