Tag: rl

RL algorithms – the key ideas summarized

We assume you know the basic ideas of reinforcement learning: agents, actions, rewards, environment, episodes, total episode reward, discounted reward, Q-values, state values. Over the history of reinforcement learning, tens of algorithms were developed and it can be difficult to keep track of all the progress. As a refresher,...