《穿越火线手游》-AI算法工程师-强化学习方向
Core
Design, train, and deploy AI agents (AI Bots) using reinforcement learning and imitation learning for game scenarios.
Role type
Senior IC reinforcement learning engineer (game AI)
Builds
AI Bots for a mobile FPS game
Domain
Gaming + Reinforcement Learning
Deliverable
production ML models
Required skills
Reinforcement learning, Imitation learning, PyTorch, TensorFlow, Data analysis, Reward shaping, Algorithm implementation
Preferred skills
Experience with online data cleaning, Metric system construction, Badcase optimization, Top-tier conference publications
Technologies
PyTorch, TensorFlow
Responsibilities
Design and train AI agents based on RL/IL; Analyze massive online data to optimize bot human-likeness and strategy; Build data metric systems to evaluate bot performance; Collaborate to optimize badcases and iterate on bot experience.
