Deep Reinforcement Learning in VizDoom via DQN and Actor-Critic Agents

Author:

Bakhanova Maria,Makarov Ilya

Publisher

Springer International Publishing

Reference28 articles.

1. Akimov, D., Makarov, I.: Deep reinforcement learning with vizdoom first-person shooter. In: CEUR Workshop Proceedings, vol. 2479, pp. 3–17 (2019)

2. Makarov et al., I.: First-person shooter game for virtual reality headset with advanced multi-agent intelligent system. In: Proceedings of the 24th ACM International Conference on Multimedia, pp. 735–736 (2016)

3. Makarov et al., I.: Modelling human-like behavior through reward-based approach in a first-person shooter game. In: EEML Proceedings (2016)

4. Mnih, V., et al.: Human-level control through deep reinforcement learning. Nature 518(7540), 529–533 (2015). https://doi.org/10.1038/nature14236

5. Mnih, V., et al.: Asynchronous methods for deep reinforcement learning. CoRR abs/1602.01783 (2016)

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