4 terms

Off-Policy Learning

Off-Policy Learning is a reinforcement learning method where the agent learns the value of an optimal policy independently from the actions taken by a different behavior policy.

On-Policy Learning

On-Policy Learning is a reinforcement learning approach where the agent learns the value of the policy it is currently following to make decisions.

One-Shot Learning

One-shot learning is a machine learning approach where a model learns to recognize or classify something using only a single example.

Option

Option is a contract that gives the buyer the right, but not the obligation, to buy or sell an asset at a predetermined price within a specific time frame.