Beyond math and coding: New RL framework helps train LLM agents for complex, real-world tasks

The Agent-R1 framework provides a path to building more autonomous agents that can reason and use tools in unpredictable, ...

Alibaba's AgentEvolver lifts model performance in tool use by ~30% using synthetic, auto-generated tasks

The new framework from Tongyi Lab enables agents to create their own training data by exploring and interacting with new ...
The Next Web

Debunking the mysteries of deep reinforcement learning

Deep reinforcement learning is one of the most interesting branches ofartificial intelligence. It is behind some of the most remarkable achievements of the AI community, including beating human ...
Interesting Engineering on MSN

Video: Humanoid robot goes ‘mountain-grade’ while autonomously picking up litter

A new demonstration video from Flexion Robotics shows its new “brain” powering an humanoid robot to navigate outdoor terrain ...
Hub

How machine learning can help optimize treatment for septic shock

By using reinforcement learning, researchers train virtual agent to determine the best time to administer medication based on ...
The Next Web

Reinforcement learning could be the link between AI and human-level intelligence

Last week, I wrote an analysis of “Reward Is Enough,” a paper by scientists at DeepMind. As the title suggests, the researchers hypothesize that the right reward is all you need to create the ...

Vijil Raises $17 Million to Make AI Agents Resilient, Named a Gartner(R) Cool Vendor

"The adoption by customers, integration with partners, support of investors, and recognition by industry analysts validate our vision," said Vin Sharma, founder and CEO of Vijil. "Vijil delivers the ...
Time

Reinforcement Learning

This article is published by AllBusiness.com, a partner of TIME. What is "Reinforcement Learning"? Reinforcement Learning (RL) is a type of machine learning where a model learns to make decisions by ...