Pre-training generalist agents using offline reinforcement ML | C2C Community

Pre-training generalist agents using offline reinforcement ML


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Aviral Kumar, Student Researcher, and Sergey Levine, Research Scientist, Google Research  who wrote in his Google AI blog about reinforcement learning (RL) algorithms can learn skills to solve decision-making tasks like playing games, enabling robots to pick up objects, or even optimizing microchip designs. However, running RL algorithms in the real world requires expensive active data collection. Pre-training on diverse datasets has proven to enable data-efficient fine-tuning for individual downstream tasks in natural language processing (NLP) and vision problems. 

Click on the link below to read it more detail.

https://ai.googleblog.com/2023/02/pre-training-generalist-agents-using.html


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