Artificial Intelligence, Reinforcement Learning, Machine Learning, Neural Networks, Markov Chains.
Policies are constructed from the current state rather than the history. Since policies are stationary, the agent takes actions that were pre-decided by the policy before once the agent reaches particular states. Since policies have stochastic capabilities, the agent can conduct exploration in the