tokens: Through the years , researchers have proposed different algorithms , such as Reinforce Reinforce , Q - learning Qlearning , Actor - Critic ActorCritic , Deep - Q - Network ( DQN ) DQN , Trust Region Policy Optimization ( TRPO ) TRPO , and Proximal Policy Optimization ( PPO ) PPO .