Reinforcement Learning

New AI Research From Anthropic Shows That Simple Prompting Approaches Can Help Large Language Models (LLMs) Trained With Reinforcement Learning From Human Feedback (RLHF)...

Big language models show negative social prejudices, which can occasionally grow worse with larger models. Scaling model size can improve model performance on a...

Tracking Odor Plumes With AI Agents Using A Deep Reinforcement Learning Model

The extraordinary talents of animals have long served as a source of inspiration for scientists and engineers who have worked to reverse engineer or...

A New Transformer Based Reinforcement Learning Agent Called ‘AdA’ Inhabits a Rich 3D World and Can Rapidly Adapt to Tasks It Has Never Seen...

It has always been astounding how quickly humans can adjust to their environment. Artificial intelligence agents have been developed over many years to replicate...

Can Reinforcement Learning Learn Everything?

The latest paper (“Mastering Diverse Domains through World Models”) from Deepmind talks about an RL agent that can master diverse domains through World Models...

Google AI Introduces Robotics Transformer 1 (RT-1), A Multi-Task Model That Tokenizes Robot Inputs And Outputs Actions To Enable Efficient Inference At Runtime

The primary source of the most recent technological advancements we see today in numerous machine learning subfields is the knowledge transfer that occurs from...

Google AI Introduces Reincarnating Reinforcement Learning RL That Reuses Prior Computation to Accelerate Progress

Reinforcement Learning RL, which falls under the Machine Learning umbrella, focuses on training intelligent agents to make decisions by using related experiences. This could...

Latest Robotics Research Releases ‘Hora’: A Single Policy Capable of Rotating Diverse Objects With a Dexterous Robot Hand

In this article, UC Berkeley and Meta researchers demonstrate how an adaptive controller can be trained to rotate various objects over the z-axis using...

Deepmind Introduces ‘AlphaTensor,’ An Artificial Intelligence (AI) System For Discovering Novel, Efficient And Exact Algorithms For Matrix Multiplication

Improving the efficiency of algorithms for fundamental computations is a crucial task nowadays as it influences the overall pace of a large number of...

Top Real World Applications of Reinforcement Learning in 2022

Reinforcement Learning is a subfield of Machine Learning in which an agent explores an environment to learn how to perform specific tasks by taking...

Google AI Introduces A Novel Reinforcement Learning (RL) Training Paradigm, ‘ActorQ,’ To Speed Up Actor-Learner Distributed RL Training

Several sequential decision-making challenges, like robotics, gaming, nuclear physics, balloon navigation, etc., have been successfully addressed using deep reinforcement learning. However, despite its potential,...

Top Reinforcement Learning Tools/Platforms in 2022

What is reinforcement learning? Reinforcement learning is one subfield of machine learning. It involves acting appropriately to maximize reward in a particular circumstance. It is...

CMU Researcher Uses Deep Reinforcement Learning to help Control Nuclear Fusion Reactions

The process of joining two hydrogen nuclei to create a single, heavier nucleus is known as nuclear fusion. Massive amounts of energy are released...

Meet Zamba-7B: Zyphra’s Novel AI Model That’s Small in Size and Big on Performance

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In the race to create more efficient and powerful AI models, Zyphra has unveiled a significant breakthrough with its new Zamba-7B model. This compact,...

WizardLM-2: An Open-Source AI Model that Claims to Outperform GPT-4 in the MT-Bench Benchmark

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A team of AI researchers has introduced a new series of open-source large language models named WizardLM-2. This development is a significant breakthrough in...

MixedBread AI Introduces Binary MRL: A Novel Embeddings Compression Method, Making Vector Search Scalable...

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Mixedbread.ai recently introduced Binary MRL, a 64-byte embedding to address the challenge of scaling embeddings in natural language processing (NLP) applications due to their...

Grok-1.5 Vision: Elon Musk’s x.AI Sets New Standards in AI with Groundbreaking Multimodal Model

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Elon Musk's research lab, x.AI, has introduced a new artificial intelligence model called Grok-1.5 Vision (Grok-1.5V) that has the potential to shape the future...

Cohere AI Unveils Rerank 3: A Cutting-Edge Foundation Model Designed to Optimize Enterprise Search...

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Cohere, an emerging leader in the field of artificial intelligence, has announced the release of Rerank 3, its latest foundation model designed specifically for...

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