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AI Teaching: The Application of Wukong Human-AI Collaboration Technology in MOBA Games (Presented by Tencent AI Lab)
Yiming Gao (Senior Researcher, Tencent AI Lab)
Location: Virtual GDC Platform
Date: Wednesday, March 23
Time: 5:00 pm - 5:30 pm
Pass Type: All Access Pass, Core Pass, Summits Pass, Expo Plus Pass, Audio Pass, Independent Games Summit Pass, All Access Online Only Pass - Get your pass now!
Topic: Programming
Format: Sponsored Session
Viewing Experience: Virtual
Vault Recording: Not Recorded
Wukong AI, an artificial intelligence program, playing Honor of Kings, a popular MOBA game published by Tencent, exceeds the performance of top-professional player. Based on the superhuman AI ability, Wukong AI has been applied to many aspects of game, such as Wukong AI challenge, game balance testing, and more recently AI teaching,etc. For the AI teaching, Wukong AI can serve as the player's teacher and sparring partner, imparting professional-rank abilities to the player. However, to achieve this goal, there are many challenges need to be tackled, such as cooperation and communication between human and AI, human-like behavior and strategy, and reasonable collaboration. Wukong AI proposes an innovative human-AI collaboration framework based on existing technologies, which is divided into building a simulated human-AI environment, a strategy-level communication protocol, and modelling collaboration value. Although Wukong AI use Honor of Kings as a case study, these proposed techniques are also applicable to other MOBA games, as the playing mechanics across MOBA games are similar.
Takeaway
The attendee will be inspired by some ideas about the solution to other complex real-world problems using game AI and how to use game AI to assist game development such as game content and teaching level generation.
Intended Audience
This presentation is intended for researchers, developers and designers who are interested in deep learning in game and application of game AI.