Playtesting: What is Beyond Personas

no code implementations • 26 Jul 2021 • Sinan Ariyurek, Elif Surer, Aysu Betin-Can

We train APF with previous paths and employ APF during the training of an RL agent.

Reinforcement Learning (RL)

Enhancing the Monte Carlo Tree Search Algorithm for Video Game Testing

no code implementations • 17 Mar 2020 • Sinan Ariyurek, Aysu Betin-Can, Elif Surer

We analyze the proposed modifications in three parts: we evaluate their effects on bug finding performances of agents, we measure their success under two different computational budgets, and we assess their effects on human-likeness of the human-like agent.

Automated Video Game Testing Using Synthetic and Human-Like Agents

no code implementations • 2 Jun 2019 • Sinan Ariyurek, Aysu Betin-Can, Elif Surer

We analyze the proposed method in two parts: we compare the success of human-like and synthetic agents in bug finding, and we evaluate the similarity between humanlike agents and human testers.

reinforcement-learning Reinforcement Learning (RL)