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07/19/2023
Technical Challenges of Deploying Reinforcement Learning Agents for Game Testing in AAA Games
Going from research to production, especially for large and complex soft...
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08/15/2022
Towards Informed Design and Validation Assistance in Computer Games Using Imitation Learning
In games, as in and many other domains, design validation and testing is...
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02/21/2022
CCPT: Automatic Gameplay Testing and Validation with Curiosity-Conditioned Proximal Trajectories
This paper proposes a novel deep reinforcement learning algorithm to per...
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03/29/2021
Augmenting Automated Game Testing with Deep Reinforcement Learning
General game testing relies on the use of human play testers, play test ...
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03/25/2021
Improving Playtesting Coverage via Curiosity Driven Reinforcement Learning Agents
As modern games continue growing both in size and complexity, it has bec...
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03/08/2021
Adversarial Reinforcement Learning for Procedural Content Generation
We present an approach for procedural content generation (PCG), and impr...
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03/14/2018