(RL) is a type of machine learning where a model learns to make decisions by interacting with an environment. Unlike supervised learning, where the model is provided with labeled data, RL involves ...

Prior deep learning experience (e.g. ELEC_ENG/COMP_ENG 395/495 ... for robotics and self-driving vehicles to the development of sophisticated game AI,reinforcement has been used to develop a variety ...

Having machines learn from experience was once considered a dead end. It’s now critical to artificial intelligence, and work ...

Two trailblazing computer scientists have won the 2024 Turing Award for their work in reinforcement learning, a discipline in which machines learn through a reward-based trial-and-error approach that ...

Who are they? Richard Sutton and Andrew Barto are pioneers of reinforcement learning, a machine learning technique modern AI models utilize. Sutton is often referred to as the "father of ...