Reinforcement Learning

How ‘MAB’ (Multi-Armed Bandit), A Reinforcement Learning Algorithm, Helps To Solve Ad Optimization Problem

AI Shorts
Digital Advertising agencies cater to billions of ads on various digital platforms. However, their primary concern remains the same- Which ad will be most...

Exploring Self-Supervised Policy Adaptation To Continue Training After Deployment Without Using Any Rewards

AI Paper Summary
Humans possess a remarkable ability to adapt, generalize their knowledge and use their experiences in new situations. Simultaneously, building an intelligent system with common-sense...

Introduction to Reinforcement Learning

AI Shorts
Reinforcement learning is a field of machine learning wherein the goal is learning to perform specific actions in an environment which leads to finding...

Researchers Examine Three Intrinsic Motivation Types To Stimulate Intrinsic Objectives Of Reinforcement Learning (RL) Agents

AI Paper Summary
Reinforcement learning (RL) has enabled tools to make decisions and solve complex problems in unknown environments directly from high-dimensional image inputs, such as locomotion,...

DeepMind Introduces MuZero That Achieves Superhuman Performance In Tasks Without Learning Their Underlying Dynamics

AI Paper Summary
Previously, DeepMind has used reinforcement learning to teach programs to master various games such as the Chinese board game 'Go,' the Japanese strategy game...

Facebook AI Introduces ‘ReBeL’: An Algorithm That Generalizes The Paradigm Of Self-Play Reinforcement Learning And Search To Imperfect-Information Games

AI Paper Summary
Most AI systems excel in generating specific responses to a particular problem. Today, AI can outperform humans in various fields. For AI to do...

DeepMind Open-Sources Lab2D, A System For The Creation Of 2D Environments For Machine Learning

AI Paper Summary
DeepMind recently open-sourced a software system called Lab2D. Lab2D is designed to support the creation of 2D environments for artificial intelligence and machine learning research.  The...

Google AI Introduces Menger, A Massive Large-Scale Distributed Reinforcement Learning (RL) Infrastructure

AI Paper Summary
Reinforcement learning (RL) is a significant area of machine learning, with the potential to solve a lot of real world problems in various fields, like game...

Allen Institute for AI open-sources AllenAct, a framework designed with a focus on Embodied-AI research

AI Shorts
Allen Institute for AI open-sources AllenAct, a modular and flexible learning framework designed to focus on the unique requirements of Embodied-AI research. Allen Institute...

DeepMind releases Acme: A library of reinforcement learning components and agents

AI Paper Summary
DeepMind has recently released Acme, a library with an objective to simplify the development of reinforcement learning algorithms and agent building blocks. This application can be run...

How Artificial Intelligence Supports Human Intelligence in Business

Applications
In June, researchers at MIT and Brown University revealed their latest creation: Northstar. The system uses artificial intelligence (AI) and machine learning to allow...

List Of Free Reinforcement Learning Courses/Resources Online

Artificial Intelligence
Reinforcement Learning Offered at Georgia Tech as CS 8803Practical Reinforcement LearningReinforcement Learning ExplainedReinforcement Learning in FinanceIntroduction to reinforcement learningDeep Reinforcement Learning CS 294-112 at UC BerkeleyAn...
1...789Page 8 of 9

Recent articles

Discord Linkedin Reddit Twitter
© Copyright Reserved @2023 Marktechpost Media Inc.

Check Out Our Super Cool AI Research Newsletter While It's Still Free

Read Now
X