AI Insights & Analysis

Reinforcement Learning Craves Less Human, More AI

Google Research has proposed RLHF with AI feedback to train models better

06/10/2023

AI News & Update

Google Introduces Offline Reinforcement Learning to Train AI Agents

Scaled Q-Learning can efficiently train RL agents to play Atari or pick up objects.

24/02/2023

AI Mysteries

Top Reinforcement Learning Algorithms

Reinforcement learning has several algorithms that take different approaches to give rewards to the machine.

25/01/2023

AI Origins & Evolution

Imagine a World Without Reinforcement Learning

It is important but not the only technique we need to create intelligent systems, said Kohli DeepMind’s Head of Research (AI for science).

20/12/2022

AI News & Update

Reinforcement Learning Rant Continues

Yann LeCun said that though RL is inevitable in machine learning, the purpose behind incorporating it in algorithms should be to eventually minimise its use.

13/12/2022

AI Origins & Evolution

Yann LeCun Cherry-picks Reinforcement Learning

LeCun clearly is at odds with reinforcement learning and believes that for AI with common sense, it is not the way forward

06/12/2022

AI Mysteries

What Happened in Reinforcement Learning in 2022

From robots playing football to learning how to walk on the moon!

25/10/2022

AI Mysteries

Is Reinforcement Learning Still Relevant?

While there are various practical applications of reinforcement learning, the concept as a whole poses some limitations when used in developing autonomous machine intelligence

12/10/2022

AI Mysteries

All you need to know about SARSA in Reinforcement Learning

SARSA is one of the reinforcement learning algorithm which learns from the current set os states and actions and learns from the same target policy.

30/06/2022

AI Mysteries

Can reinforcement learning solve the NP-Hard problems?

NP-hard is a set of sequentially decision problems which are hard to solve in a time frame.

30/06/2022

AI Origins & Evolution

The JAX libraries & frameworks for reinforcement learning

In this article, we’ll explore different libraries and frameworks for reinforcement learning using JAX.

29/06/2022

AI Mysteries

How to generate recommendations using reinforcement learning?

Embedding Q-Learning with Policy network would generate recommendation

29/06/2022

AI Origins & Evolution

Reinforcement learning & imitation learning: A comparative analysis

Imitation learning is a training method where the computer imitates human behaviour.

09/05/2022

AI Origins & Evolution

Top 5 open-source reinforcement learning frameworks

DeepMind is one of the most active contributors to open-source deep learning stacks.

08/05/2022

AI Origins & Evolution

How can language be used for exploration tasks in reinforcement learning

DeepMind researchers have introduced a novel method where agents are endowed with prior knowledge in the form of abstractions that are derived from large vision language models which are pretrained on image captioning data.

21/04/2022

AI Origins & Evolution

How jump-start deals with exploration challenges in reinforcement learning

JSRL can improve the exploration process for initialising RL tasks by leveraging the prior policy.

15/04/2022

AI Mysteries

How can reinforcement learning be applied to transportation?

Reinforcement Learning is a real time decision making and strategy building technique combined with neural networks form a Deep Reinforcement Learning used complex problem solving.

31/03/2022

AI Origins & Evolution

What are the main challenges of reinforcement learning, and how to overcome them?

As popular as it may be, RL does not come without its challenges. Analytics India Magazine has noted some common RL challenges and ways to overcome them.

24/03/2022

AI Trends & Future

Top resources to learn reinforcement learning in 2022

Artificial Intelligence: Reinforcement Learning in Python is a complete guide to reinforcement learning with stock trading and online advertising applications.

01/03/2022

AI Mysteries

A guide to building reinforcement learning models in PyTorch

In this article, we will discuss how we can build reinforcement learning models using PyTorch.

06/02/2022

AI Mysteries

How are behaviour trees used in reinforcement learning?

Behaviour trees are originally developed in the gaming industries that are mainly used for performing actions or sets of actions in a managerial way. We can also use this tree in reinforcement learning.

10/01/2022

AI Mysteries

All You Need to Know About Unsupervised Reinforcement Learning

Unsupervised learning and reinforcement learning are two major type of learning methods. A combination of these learning methods can provide a betterment in reinforcement learning

26/12/2021

AI Origins & Evolution

Google Wants To Change How Datasets Are Generated By Reinforcement Learning

Google AI has recently produced a new RL ecosystem, which has the ability to generate, share, and use datasets efficiently.

10/12/2021

AI Mysteries

An Introductory Guide to Meta Reinforcement Learning (Meta-RL)

Meta Reinforcement learning(Meta-RL) can be explained as performing meta-learning in the field of reinforcement learning. where including meta-learning models in reinforcement learning we can grow the model to perform a variety of tasks.

17/11/2021

AI Origins & Evolution

What Happened in Reinforcement Learning in 2021

2021 saw innovations in the reinforcement learning space in the robotics, gaming , sequential decision making space amidst growing curiosity among students and professionals.

08/11/2021

AI Origins & Evolution

Facebook Wants To Make Reinforcement Learning Easier

A versatile and simple library for sequential agent learning, including reinforcement learning

24/10/2021

AI Origins & Evolution

All Hail The King of Reinforcement Learning, DeepMind

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

14/10/2021

AI News & Update

DeepMind Introduces Reinforcement Learning Lecture Series 2021, Here’s What You Can Learn

The series comprises 13 lectures covering the fundamentals of reinforcement learning and planning in sequential decision problems before progressing to more advanced topics and modern deep RL algorithms.

13/09/2021

AI Origins & Evolution

Are Tech Firms Investing More In Reinforcement Learning Research?

Reinforcement learning has become a priority for tech companies.

11/09/2021

AI Mysteries

Top Exploration Methods In Reinforcement Learning

Researchers from Mila AI Institute, Quebec, in their survey, have departed from the traditional categorisation of RL exploration methods and given a treatise into RL exploration methods.

08/09/2021

Results

Search Results for: reinforcement learning

Contact Us

Subscribe to our newsletter

World's Biggest Media & Analyst firm specializing in AI

Advertise with us

AIM publishes every day, and we believe in quality over quantity, honesty over spin. We offer a wide variety of branding and targeting options to make it easy for you to propagate your brand.

Branded Content

AIM Brand Solutions, a marketing division within AIM, specializes in creating diverse content such as documentaries, public artworks, podcasts, videos, articles, and more to effectively tell compelling stories.

Corporate Upskilling

ADaSci Corporate training program on Generative AI provides a unique opportunity to empower, retain and advance your talent

Hackathons

With MachineHack you can not only find qualified developers with hiring challenges but can also engage the developer community and your internal workforce by hosting hackathons.

Talent Assessment

Conduct Customized Online Assessments on our Powerful Cloud-based Platform, Secured with Best-in-class Proctoring

Research & Advisory

AIM Research produces a series of annual reports on AI & Data Science covering every aspect of the industry. Request Customised Reports & AIM Surveys for a study on topics of your interest.

Conferences & Events

Immerse yourself in AI and business conferences tailored to your role, designed to elevate your performance and empower you to accomplish your organization’s vital objectives.

Subscribe to Our Newsletter