Reading Route

Reinforcement Learning and World Models

From classic Q-learning to deep RL, latent world models, and sequence modeling for decision making.

1
1989 · RL · Q-learning
Learning from Delayed Rewards
Coming soon
2
2013 · RL · DQN
Playing Atari with Deep Reinforcement Learning
Coming soon
3
2018 · World Model · World Models
World Models
Coming soon
4
2020 · World Model · Dreamer
Dreamer: Reinforcement Learning with Latent World Models
Coming soon
5
2021 · Decision · Decision Transformer
Decision Transformer
Coming soon