Category: Deep Learning

Reinforcement Learning

Post author By EfficiencyAI
Post date 31 May 2025
Categories In Artificial Intelligence, Deep Learning, Reinforcement Learning Systems

Reinforcement Learning is a type of machine learning where an agent learns to make decisions by interacting with its environment. The agent receives feedback in the form of rewards or penalties and uses this information to figure out which actions lead to the best outcomes over time. The goal is for the agent to learn…

Zero-Shot Learning

Post author By EfficiencyAI
Post date 31 May 2025
Categories In Artificial Intelligence, Deep Learning, Model Training & Tuning

Zero-Shot Learning is a method in machine learning where a model can correctly recognise or classify objects, actions, or data it has never seen before. Instead of relying only on examples from training data, the model uses descriptions or relationships to generalise to new categories. This approach is useful when it is impossible or expensive…