Latent Causal Dynamics Model for Model-Based Reinforcement Learning

Author:

Hao Zhifeng,Zhu Haipeng,Chen Wei,Cai Ruichu

Publisher

Springer Nature Singapore

Reference24 articles.

1. Camacho, E.F., Alba, C.B.: Model Predictive Control. Springer, Heidelberg (2013). https://doi.org/10.1007/978-0-85729-398-5

2. Chen, W., Cai, R., Zhang, K., Hao, Z.: Causal discovery in linear non-gaussian acyclic model with multiple latent confounders. IEEE Trans. Neural Netw. Learn. Syst. 33(7), 2816–2827 (2021)

3. Chua, K., Calandra, R., McAllister, R., Levine, S.: Deep reinforcement learning in a handful of trials using probabilistic dynamics models. In: Advances in Neural Information Processing Systems, vol. 31 (2018)

4. Deisenroth, M.P., Rasmussen, C.E., Fox, D.: Learning to control a low-cost manipulator using data-efficient reinforcement learning. Robot. Sci. Syst. VII(7), 57–64 (2011)

5. Ding, W., Lin, H., Li, B., Zhao, D.: Generalizing goal-conditioned reinforcement learning with variational causal reasoning. In: Advances in Neural Information Processing Systems (2022)

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