Investing can be tricky. It's not always about picking the right numbers. Sometimes, it's about understanding complex patterns. That's where smart tech comes in. It can handle big, messy data. And it can learn from it. This is not your usual tech. It's called reinforcement learning. It's like a smar
Finance experts are always on the lookout for ways to make trading easier and more efficient. One exciting development is a new tool that uses advanced technology to help traders make better decisions. This tool, called FinRL, is designed to automate trading strategies, taking into account factors l
The finance world is changing fast. More and more, smart money is using machine learning to make big decisions. But there's a problem. Old-school methods aren't cutting it anymore. That's where deep reinforcement learning comes in. It's a fancy term for teaching computers to learn by doing. But it's
MRI is a big deal in medicine. It's safe, detailed, and great at looking at soft tissues. Over 100 million scans happen every year. Now, scientists are making tiny sensors for MRI to detect brain chemicals. These sensors use special nanoparticles and proteins. They can pick up on things like dopamin
The brain uses different methods to make decisions. One way is by using a model-based approach. This method is accurate but takes more effort. The other way is model-free. It is quicker but can be less accurate. Most people think that the brain uses model-based methods for careful decisions. They be
Radiation treatment for prostate cancer has always been tricky. The way radiation beams interact with the body is complex. This makes planning the treatment tough. That is where artificial intelligence (AI) comes in. AI has made treatment planning much faster. However, current AI methods have some p
Data holds secrets. It can reveal hidden patterns and rules that govern how things work. This is what symbolic regression aims to do. It digs through data to find the math formulas that describe how things relate to each other. However, it is not easy. The number of possible formulas is huge.
Nowadays, computers are way more powerful than before. This has led to some amazing developments in data science. One of these is reinforcement learning, or RL for short. It is a type of machine learning that helps make decisions in complicated situations. It is super useful in healthcare operations
Imagine teaching a robot to walk. It's not just about giving it instructions, but also about helping it learn from its past experiences. This is where episodic memory comes in. It's like a robot's personal diary, storing past actions and their outcomes. The challenge? Using this diary to make better
The tech and crypto markets are unpredictable. This is a problem for standard models, like the Markowitz model, which rely on assumptions that don't always fit. Many experts are looking for new methods that can handle this. Deep Reinforcement Learning (DRL) is a promising approach. It uses
