Archives for deepmind open source

01 Sep

DeepMind Found New Approach To Create Faster Reinforcement Learning Models

Recently, researchers from DeepMind and McGill University proposed new approaches to speed up the solution of complex reinforcement learning problems. They mainly introduced a divide and conquer approach to reinforcement learning (RL), which is combined with deep learning to scale up the potentials of the agents.  For a few years now, reinforcement learning has been…

The post DeepMind Found New Approach To Create Faster Reinforcement Learning Models appeared first on Analytics India Magazine.

30 Jun

DeepMind Open-Sourced A Collection of Python Libraries For Augmenting RL Agents

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image-13626

Recently, researchers at DeepMind open-sourced the dm_control software package, which is a collection of Python libraries and task suites for reinforcement learning agents in an articulated-body simulation. Besides the tools and libraries, the cutting-edge AI company also introduced a public colab notebook with a tutorial for dm_control software.  One of the most critical pre-requisites of…

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11 Jun

DeepMind Introduces EATS – An End-to-End Adversarial Text-To-Speech

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image-13206

Recently, researchers at DeepMind proposed EATS, an end-to-end adversarial text-to-speech generative model for TTS trained adversarially. EATS operate on either pure text or raw i.e. temporally unaligned phoneme input sequences and produce raw speech waveforms as output. Researches on text-to-speech systems have shown impressive growth over a few years. Artificial speech synthesis, commonly known as…

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14 May

DeepMind Compares How Children And AI Explore The World

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image-12778

Recently, researchers at Alphabet’s DeepMind and the University of California, Berkeley proposed an AI framework for comparing child and AI agent behaviours and hence developing new exploration techniques. While developing a reinforcement learning agent, there are several questions related to the exploring behaviour that comes into the mind of researchers — how should an agent…

The post DeepMind Compares How Children And AI Explore The World appeared first on Analytics India Magazine.

17 Dec

DeepMind Vs Google: The Inner Feud Between Two Tech Behemoths

With the recent switch of DeepMind’s co-founder Mustafa Suleyman to its sister concern Google, researchers are raising questions as to whether this unexpected move will cause a crack between the two companies. Suleyman was termed on leave by this London-based AI company for the last six months, but earlier this month, he confirmed his joining…

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