Stanford University Deep Evolutionary RL Framework …
WEBFeb 15, 2021 · DERL is a novel framework that enables AI agents to evolve morphologies and learn tasks in complex environments using only low level sensory information. It demonstrates the Baldwin effect and the emergence of morphological intelligence through evolutionary dynamics.
DeepMind & Google Use Neural Networks to Solve Mixed Integer …
WEBAug 3, 2021 · MIP has found broad use in operational research and practical applications such as capacity planning and resource allocation. In the new paper Solving Mixed Integer Programs Using Neural Networks, a team from DeepMind and Google Research leverages neural networks to automatically construct effective heuristics from …
IBM Closes China Research Laboratory | Synced
WEBJan 25, 2021 · IBM has closed off its Beijing-based China Research Laboratory (CRL) after 25 years of operation. Insiders familiar with the matter posted confirmations on Chinese social media sites on January 23. In an official response released today, IBM explained that the move aimed to “transform the R&D layout in China, as to support Chinese clients ...
DeepMind’s Epistemic Neural Networks Open New Avenues for …
WEBJul 26, 2021 · Although effective uncertainty estimation can be a key consideration in the development of safe and fair artificial intelligence systems, most of today’s large-scale deep learning applications are lacking in this regard. To accelerate research in this field, a team from DeepMind has proposed epistemic neural networks (ENNs) as an interface for uncertainty modelling in deep
AI-Powered ‘Genderify’ Platform Shut Down After Bias-Based …
WEBJul 30, 2020 · Genderify, a platform that claimed to identify a person's gender by analyzing their name, username or email address, was criticized for bias and shut down after launching on Product Hunt. The incident highlights the challenges of developing and using biased AI systems in real-world applications.
China’s GPT-3? BAAI Introduces Superscale Intelligence Model …
WEBMar 23, 2021 · The BAAI research team summarizes some of Wu Dao 1.0’s key contributions: Wu Dao – Wen Yuan introduces the open-source Chinese pretraining model (CPM). Based on CPM, the CPM-Distill model reduces language confusion by 38 percent and achieves better results on downstream tasks. Wu Dao – Wen Lan is the first Chinese generic multimodal ...
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OpenAI Presents a Simple and Efficient Training Strategy to Boost ...
WEBAug 4, 2022 · Learn how OpenAI trains causal decoder-based language models to fill in the middle of a document using a simple data transformation. FIM models can achieve the same left-to-right text capability as regular models while learning to infill texts effectively.
A Look at Recent Advances in Google Translate | Synced
WEBJun 10, 2020 · Learn how Google AI researchers improved translation quality for over 100 languages, especially for low-resource languages, using new techniques and data sources. See the BLEU score improvements, the hybrid model architecture, and the examples of back translation and M4 modelling.
Peng Cheng Laboratory & Baidu Release PCL-BAIDU Wenxin: The …
WEBDec 9, 2021 · PCL-BAIDU Wenxin is a knowledge-enhanced pretrained language model for natural language understanding and generation, developed by Peng Cheng Laboratory and Baidu. It can achieve state-of-the-art results on over 60 NLP tasks and over 30 few-shot and zero-shot benchmarks, and is based on Pengcheng Cloud …