Benchmarking Deep and Non-deep Reinforcement Learning Algorithms for Discrete Environments

Author:

Duarte Fernando F.,Lau Nuno,Pereira Artur,Reis Luís P.

Publisher

Springer International Publishing

Reference15 articles.

1. Mnih, V., et al.: Human-level control through deep reinforcement learning. Nature 518, 529–533 (2015)

2. Mnih, V., et al.: Playing atari with deep reinforcement learning. CoRR abs/1312.5602 (2013)

3. Van Hasselt, H., Guez, A., Silver, D.: Deep reinforcement learning with double Q-learning. In: Thirtieth AAAI Conference on Artificial Intelligence, pp. 2094–2100. AAAI Press, Phoenix (2016)

4. Wang, Z., Schaul, T., Hessel, M., van Hasselt, H., Lanctot, M., de Freitas, N.: Dueling network architectures for deep reinforcement learning. In: 33rd International Conference on Machine Learning (ICML 2016), pp. 1995–2003. JMLR, New York (2016)

5. Schaul, T., Quan, J., Antonoglou, I., Silver, D.: Prioritized experience replay. In: International Conference on Learning Representations, San Juan, Puerto Rico (2016)

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