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Gerry SUN (Senior Game AI Researcher, LIGHTSPEED STUDIOS, LIGHTSPEED STUDIOS)
Zhichao Shu (Senior Game AI Researcher, LIGHTSPEED STUDIOS, LIGHTSPEED STUDIOS)
Location: Room 3022, West Hall
Date: Tuesday, March 21
Time: 3:00 pm - 3:30 pm
Pass Type: All Access Pass, Core Pass, Summits Pass, Expo Pass, Audio Pass, Independent Games Summit Pass
Topic: Programming
Format: Sponsor Developer Summit
Vault Recording: Video
Audience Level: Intermediate
In-game AI is a vital element in the creation of FPS games, as it can be implemented in various situations including PVE gameplay, to take over for disconnected players, and populate online matchmaking services. These circumstances necessitate a high level of both AI power and human-like behavior, thus creating a challenge for classical rule-based AI solutions.
Gerry and Zhichao will be delivering a presentation to discuss the implementation of a reinforcement learning AI solution that LIGHTSPEED STUDIOS is incorporating into an FPS game. This solution requires minimal human replay to create training data and has been demonstrated to be more efficient than imitation learning AI solution. The reinforcement learning AI proves to have a win rate that surpasses 90% when pitted against behavioral tree AI, and its performance throughout the game has been highly acclaimed by game developers.
Attendees will be informed of the advantages of the reinforcement learning AI solution in comparison to the traditional rule-based AI solutions, as well as its applications within the realm of game development.
This talk is geared towards AI developers searching for effective solutions to create in-game AI and any individuals who have an interest in the topic of in-game AI.