Bibliography (34):

1. Dream to Control: Learning Behaviors by Latent Imagination

2. DreamerV2: Mastering Atari with Discrete World Models

3. https://danijar.com/project/dreamerv3/

4. https://x.com/danijarh/status/1613161946223677441

5. https://minecraft.fandom.com/wiki/Diamond

6. The MineRL 2019 Competition on Sample Efficient Reinforcement Learning using Human Priors

7. The MineRL 2020 Competition on Sample Efficient Reinforcement Learning using Human Priors

8. Maximum a Posteriori Policy Optimization

9. Deep DPG (DDPG): Continuous control with deep reinforcement learning

10. DP4G: Distributed Distributional Deterministic Policy Gradients

11. Model-Based Reinforcement Learning for Atari

12. SPR: Data-Efficient Reinforcement Learning with Self-Predictive Representations

13. IRIS: Transformers are Sample-Efficient World Models

14. Playing Atari with Deep Reinforcement Learning

15. Muesli: Combining Improvements in Policy Optimization

16. Deep Exploration via Bootstrapped DQN

17. Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor

18. https://arxiv.org/abs/2107.09645

19. Rainbow: Combining Improvements in Deep Reinforcement Learning

20. Proximal Policy Optimization Algorithms

21. Learning to Generalize with Object-centric Agents in the Open World Survival Game Crafter

22. Improving Variational Inference with Inverse Autoregressive Flow

23. https://arxiv.org/pdf/2301.04104.pdf#page=19&org=deepmind

24. https://arxiv.org/pdf/2301.04104#page=18&org=deepmind

25. https://arxiv.org/pdf/2301.04104#page=22&org=deepmind

26. 2023-hafner-figure1-dreamerv3outperformsbaselinesinsampleefficiencyonmanytasks.png

27. Video PreTraining (VPT): Learning to Act by Watching Unlabeled Online Videos

28. https://arxiv.org/pdf/2301.04104#page=23&org=deepmind

29. Wikipedia Bibliography:

    1. Reinforcement learning

    2. Minecraft

    3. CURL

    4. Kullback-Leibler divergence

    5. Entropy (information theory)

    6. Volta (microarchitecture) § Products  :

       https://en.wikipedia.org/wiki/Volta_(microarchitecture)#Products