VR Computer Role-Playing Game Using Reinforcement Learning

This paper shall discuss the process of making one first Computer Role-Playing Virtual Reality Games that take advantage underutilized hand-tracking technology provided by Oculus Quest 2 headset. The game takes place in two separate fictional dystopian worlds. player will have to navigate and explore discover its secrets while trying survive against enemies employ a reinforcement learning algorithm stop player. Through extensive experimentation fine-tuning various implementation aspects, including positive negative rewards, hyper parameter values related Proximal Policy Optimization (PPO), number environment observations, our agent achieved highly favorable outcomes terms general machine model efficiency indicators. As explained methodology section, model's behavior aligns with desired behavior, implementing three rays at different angles determine some rewards. These results validate effectiveness success approach training exhibit behaviors achieve desirable outcomes.