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Google DeepMind Researchers Utilize Vision-Language Models to Transform Reward Generation in Reinforcement Learning for Generalist Agents

Marktechpost

The study employs pre-trained CLIP models in experiments across Playhouse and AndroidEnv, exploring encoder architectures such as Normalizer-Free Networks, Swin, and BERT for language encoding in tasks like Find, Lift, and Pick and Place. The study examines the role of prompt engineering in VLM reward performance.

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How ChatGPT really works and will it change the field of IT and AI??—?a deep dive

Chatbots Life

There are many approaches to language modelling, we can for example ask the model to fill in the words in the middle of a sentence (as in the BERT model) or predict which words have been swapped for fake ones (as in the ELECTRA model). Prompt Engineering As mentioned above we can use ChatGPT to perform a number of different NLP tasks.

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2022: We reviewed this year’s AI breakthroughs

Applied Data Science

This year is intense: we have, among others, a new generative model that beats GANs , an AI-powered chatbot that discusses with more than 1 million people in a week and prompt engineering , a job that did not exist a year ago. Games are fun; but this is only part of the reason of why AI researchers are obsessed with them.

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Bloomberg’s Gideon Mann on the power of domain specialist LLMs

Snorkel AI

For years you’ve been a big leader in applying AI—generally in the NLP and AI research communities, but also specifically for finance. Obviously, you were part of an org that was already very sophisticated on the research and operationalization side. You were able to share what you did with the community.

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Bloomberg’s Gideon Mann on the power of domain specialist LLMs

Snorkel AI

For years you’ve been a big leader in applying AI—generally in the NLP and AI research communities, but also specifically for finance. Obviously, you were part of an org that was already very sophisticated on the research and operationalization side. You were able to share what you did with the community.

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Bloomberg’s Gideon Mann on the power of domain specialist LLMs

Snorkel AI

For years you’ve been a big leader in applying AI—generally in the NLP and AI research communities, but also specifically for finance. Obviously, you were part of an org that was already very sophisticated on the research and operationalization side. You were able to share what you did with the community.

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Complete Beginner’s Guide to Hugging Face LLM Tools

Unite.AI

Hugging Face is an AI research lab and hub that has built a community of scholars, researchers, and enthusiasts. In a short span of time, Hugging Face has garnered a substantial presence in the AI space. We choose a BERT model fine-tuned on the SQuAD dataset.

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