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Pre-training generalist agents using offline reinforcement learning

Google Research AI blog

In “ Offline Q-learning on Diverse Multi-Task Data Both Scales and Generalizes ”, to be published at ICLR 2023 , we discuss how we scaled offline RL , which can be used to train value functions on previously collected static datasets, to provide such a general pre-training method.

Offline 97
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8 strategic hacks for building marketplace liquidity

The Next Web

The only way many e-commerce verticals can grab the attention of some of the very best VCs is to build a marketplace, not an e-commerce storefront. With marketplaces, the entrepreneur has to worry not just about building supply and demand but that they also happen to exist simultaneously. Build “localized” network value.

Build 136
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Joe Solomon, Guest Post: What's the Right Offline Event for Your Organization's Online Community?

Beth's Blog: How Nonprofits Can Use Social Media

This month's Net2 Think Tank question is: How do real-world (offline) events fit into social media conversations and campaigns ? We need offline events to meet each other, bond eye-to-eye, and forge the collaborations that will make our social networks stronger, better connected, and ultimately transformative. Courtesy of Joe Solomon.

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Tanzanian fintech NALA raises $10M seed to build Revolut for Africa

TechCrunch

The business opportunity for remittance is lucrative despite digital lenders vying for less than 20% of the international money market dominated by traditional offline players. O ther players in the space facilitating transfer from the U.K. and Europe, build payment rails in Africa and expand to new countries. “We and the U.K.

Africa 98
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Networked Capacity Building: Finish Line Grantees Social Media Training

Beth's Blog: How Nonprofits Can Use Social Media

My role was to facilitate and model new practices and present on a couple of new approaches, such as content curation. We established a hashtag for the event #fflsmart and modeled how you can capture a complete archive with rowfeeder and since content curation was on the agenda, I modeled using storify to capture a curated record of the event.

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Mono, a startup that wants to build Plaid for Africa, gets backing from Y Combinator

TechCrunch

Prakhar Singh and ex-Paystack employee Abdul Hassan have known each other for seven years, building different tech products individually and collectively along the way. ” But with YC’s backing and a conscious offline marketing plan afterwards, the founder thinks Mono’s credibility can get a lift.

Africa 108
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The Essential Nonprofit Fundraiser’s Guide to Mobile Giving

Bloomerang

QR code donations Another effective way to facilitate mobile giving, especially when donors interact with physical marketing materials, is through QR code donations. Pair online and offline fundraising strategies. Alternatively, you can use an app that allows donors to give with just a few clicks.

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