Categories: AI/ML News

Reinforcement learning allows underwater robots to locate and track objects underwater

A research team has shown for the first time that reinforcement learning—i.e., a neural network that learns the best action to perform at each moment based on a series of rewards—allows autonomous vehicles and underwater robots to locate and carefully track marine objects and animals.

Reinforcement learning allows underwater robots to locate and track objects underwater

A team has shown that reinforcement learning -i.e., a neural network that learns the best action to perform at each moment based on a series of rewards- allows autonomous vehicles and underwater robots to locate and carefully track marine objects and animals.

July 31, 2023

In "FAANG"

Aquatic robot’s self-learning optimization enhances underwater object manipulation skills

In recent years, roboticists have introduced robotic systems that can complete missions in various environments, ranging from the ground to underground, aboveground and underwater settings. While several of these robots can grasp and move objects on the ground, the handling of objects by robotic systems underwater has so far proved…

November 7, 2024

In "AI/ML News"

Fully Autonomous Real-World Reinforcement Learning with Applications to Mobile Manipulation

Reinforcement learning provides a conceptual framework for autonomous agents to learn from experience, analogously to how one might train a pet with treats. But practical applications of reinforcement learning are often far from natural: instead of using RL to learn through trial and error by actually attempting the desired task,…

January 21, 2023

In "AI/ML Research"

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3 years ago

Monitor and debug generative AI inference with SageMaker detailed metrics and Insights dashboard on CloudWatch

Monitoring and troubleshooting generative AI inference endpoints operating at scale is challenging. When your large…

10 hours ago

FAANG

Amazon Bedrock AgentCore harness is now generally available: Go from idea to production-grade agent in minutes

A year ago, Simon Willison wrote one of the cleanest definitions of an agent that…

16 hours ago

FAANG

How growing UK midsize businesses are building in the AI era

The UK’s 5-million-plus small and midsize businesses and enterprises (SMBs) are the backbone of our…

1 day ago

FAANG

Amazon SageMaker AI Async Inference now supports inline request payloads

Today, we’re announcing inline payload support for Amazon SageMaker AI Async Inference. Customers can now…

1 day ago

FAANG

From AI potential to agentic reality: Driving the UK’s next chapter

The United Kingdom, and London in particular, continues to be one of the great hubs…

1 day ago

AI/ML News

The Korean Telecom Giant at the Center of Anthropic’s Mythos Controversy

Days before Anthropic took its most advanced AI models offline, the White House ordered the…

1 day ago

Reinforcement learning allows underwater robots to locate and track objects underwater

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