MuZero: Master Board and Atari Games with The Successor of AlphaZero
Author(s): Sherwin Chen Reinforcement Learning A gentle introduction toย MuZero Image by FelixMittermeier fromย Pixabay Introduction Although model-free reinforcement learning algorithms have shown great potential in solving many challenging tasks, such as StarCraft and Dota, they are still far from state of the art …
Dreamer: A State-of-the-art Model-Based Reinforcement Learning Agent
Author(s): Sherwin Chen Reinforcement Learning A brief walk-through of a state-of-the-art model-based reinforcement learning algorithm Image by Leandro De Carvalho fromย Pixabay We discuss a model-based reinforcement learning agent called Dreamer, proposed by Hafner et al. at DeepMind that achieves state-of-the-art performance on …