Reinforcement learning Flashcards
(5 cards)
1
Q
What is Reinforcement Learning (RL)
A
Is a type of Machine Learning where an agent learns by interacting with an environment, receiving rewards for it action to maximise long term success
2
Q
What is the Agent in RL?
A
The agent is the learner or decision maker.
Perform action in the environment to achieve a goal
3
Q
What is the Environment in RL?
A
The environment is everything the agent interacts with with.
4
Q
How RL work?
A
Agent observe the environment
Agent takes an action
Environment responds with a new state + rewards
Agent learns from this to improve future action
5
Q
Real world example of RL?
A
Video game AI: a game character (agent) learns to win by trying different strategies
