Hierarchical Reinforcement Learning

work in progress

Very good link: https://thegradient.pub/the-promise-of-hierarchical-reinforcement-learning/

Nachum et al. (2018)

Haarnoja et al. (2018)

Co-Reyes et al. (2018)

Co-Reyes, J. D., Liu, Y., Gupta, A., Eysenbach, B., Abbeel, P., and Levine, S. (2018). Self-Consistent Trajectory Autoencoder: Hierarchical Reinforcement Learning with Trajectory Embeddings.

Haarnoja, T., Hartikainen, K., Abbeel, P., and Levine, S. (2018). Latent Space Policies for Hierarchical Reinforcement Learning. Available at: http://arxiv.org/abs/1804.02808.

Nachum, O., Gu, S., Lee, H., and Levine, S. (2018). Data-Efficient Hierarchical Reinforcement Learning. Available at: http://arxiv.org/abs/1805.08296.