sense – Yair Shinar

Hueristics Techniques

On: December 25, 2019

A heuristic technique is not guaranteed to be optimal, but which is nevertheless sufficient for reaching an immediate, short-term goal, with a satisfactory solution. Examples of such: Trial and error, Rule of thumb, Educated guess, Intuitive judgment, Guesstimate, Profiling, Common sense. More concrete examples are: * Sorting and prioritizing isContinue Reading

Q-learning – Model-free reinforcement learning algorithm

On: July 6, 2019

In: AI, Algorithms, Deep Machine Learning, Reinforcement Learning

Learns a policy which tells an agent what action to take under what circumstances. Q-learning learns a policy that is optimal in the sense that it maximizes the expected value of the total reward over any and all successive steps, starting from the current state.Continue Reading