Agent57

Discussion on an agent, called Agent57, that outperforms the standard human benchmark on all Atari games.

4 min read

NGU — Never Give Up

Discussion on the Never-Give-Up(NGV) agent that achieves the state-of-the-art performance in hard exploration games in Atari without any prior knowledge while maintraining a very high score across the remaining games.

9 min read

DreamerV2

Discussion on DreamerV2, a model-based algorithm reaching promising results on Atari games

6 min read

Dreamer

Discussion on a model-based reinforcement learning agent called Dreamer

6 min read