Archives for Deep Reinforcement Learning - Page 2

14 Oct

All Hail The King of Reinforcement Learning, DeepMind

Amit Raja Naik Amazon Reinforcement Learning

Besides reinforcement learning, DeepMind also looks at other fundamental areas like symbolic AI and population-based training.

11 Sep

Are Tech Firms Investing More In Reinforcement Learning Research?

Dr. Nivash Jeevanandam 3d racing simulator

Reinforcement learning has become a priority for tech companies.

11 Sep

Are Tech Firms Investing More In Reinforcement Learning Research?

Dr. Nivash Jeevanandam 3d racing simulator

Reinforcement learning has become a priority for tech companies.

09 Sep

Salesforce Open-Sources WarpDrive Deep RL Framework

kumar Gandharv data simulations

WarpDrive runs the entire MADRL workflow end-to-end on a single GPU, thereby using a single store of data for simulation roll-outs, inference, and training.

23 Aug

Can Reinforcement Learning Be Used For Better Economic Policies

Shraddha Goled AI economic policy

AI Economist combines machine learning and AI-driven economic simulation to overcome current challenges.

The post Can Reinforcement Learning Be Used For Better Economic Policies appeared first on Analytics India Magazine.

23 Aug

Can Reinforcement Learning Be Used For Better Economic Policies

Shraddha Goled AI economic policy

AI Economist combines machine learning and AI-driven economic simulation to overcome current challenges.

The post Can Reinforcement Learning Be Used For Better Economic Policies appeared first on Analytics India Magazine.

23 Aug

Can Reinforcement Learning Be Used For Better Economic Policies

Shraddha Goled AI economic policy

AI Economist combines machine learning and AI-driven economic simulation to overcome current challenges.

The post Can Reinforcement Learning Be Used For Better Economic Policies appeared first on Analytics India Magazine.

06 Jul

Breathing Life Into Robots Through Simulators

Ritika Sagar Deep Reinforcement Learning

Simulation enables engineers to prototype rapidly and with minimal human effort. In robotics, physics simulations provide a secure and low-cost virtual playground for robots to gain physical skills through Deep Reinforcement Learning (DRL). However, simulations use hand-derived physics that will have difficulty adapting when tested on real hardware. This challenge is termed the “sim-to-real gap”…

The post Breathing Life Into Robots Through Simulators appeared first on Analytics India Magazine.

04 Feb

Attend The Full Day Hands-On Workshop On Reinforcement Learning

Sejuti Das AI workshops

The Association of Data Scientists (AdaSci), a global professional body of data science and ML practitioners, is holding a full-day workshop on building games using reinforcement learning on Saturday, February 20. Artificial intelligence systems are outperforming humans at many tasks, starting from driving cars, recognising images and objects, generating voices to imitating art, predicting weather,…

The post Attend The Full Day Hands-On Workshop On Reinforcement Learning appeared first on Analytics India Magazine.

05 Jan

How To Automate The Stock Market Using FinRL (Deep Reinforcement Learning Library)?

Mohit Maithani AI in stock market

Preface First, let’s discuss all the buzzwords, and then we will move to the implementation part where we code a starter project in stock market trading. Reinforcement learning Reinforcement learning is one of the three basic paradigms of Machine learning alongside supervised and unsupervised learning. It concerned with how intelligent agents take action by themselves…

The post How To Automate The Stock Market Using FinRL (Deep Reinforcement Learning Library)? appeared first on Analytics India Magazine.

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