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08/15/2023
Generating Personas for Games with Multimodal Adversarial Imitation Learning
Reinforcement learning has been widely successful in producing agents ca...
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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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07/07/2023
Efficient Ground Vehicle Path Following in Game AI
This short paper presents an efficient path following solution for groun...
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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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07/13/2022
Contextual Decision Trees
Focusing on Random Forests, we propose a multi-armed contextual bandit r...
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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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04/21/2021
Policy Fusion for Adaptive and Customizable Reinforcement Learning Agents
In this article we study the problem of training intelligent agents usin...
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12/07/2020
Deep Policy Networks for NPC Behaviors that Adapt to Changing Design Parameters in Roguelike Games
Recent advances in Deep Reinforcement Learning (DRL) have largely focuse...
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12/04/2020
Demonstration-efficient Inverse Reinforcement Learning in Procedurally Generated Environments
Deep Reinforcement Learning achieves very good results in domains where ...
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12/03/2020