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About the Role
LIGHTSPEED STUDIOS is focused on bringing next generation experiences to gamers who want to enjoy them anywhere, anytime, across multiple genres and devices. The Tech Center leads the research, exploration, and discovery of innovative technologies and provides technical services for all games during all phases of life cycle.
Responsibilities
- Develop game AI for cooperative reinforcement learning (RL) to meet practical development requirements in game contexts — including MARL, ad-hoc teamwork, and human-AI cooperation.
- Advance research on reinforcement learning (RL) and its frontier combinations with large language models (LLMs) and world models — targeting generalist and cooperative game agents.
- Drive development requirements and research topics forward from scratch — from problem formulation and literature review to experimentation, implementation, iteration, and results.
Requirements
- Solid understanding of RL theory (e.g., value-based / policy-gradient methods, actor-critic, exploration-exploitation).
- Demonstrated capability in implementing RL algorithms and in the end-to-end training, tuning, and optimization of RL and related machine learning models.
- Currently pursuing a PhD (preferred) or at least a Master's degree in Computer Science, Machine Learning, or a related field.
- Familiarity with cooperative multi-agent RL (MARL), ad-hoc teamwork, or zero-shot human-AI cooperation.
- Interest or experience in RL + LLM / foundation-model agents.
- Publications in top conferences (e.g., NeurIPS, ICML, ICLR, or CVPR).
- Bilingual proficiency in Chinese or Japanese.
Education Level
- PhD (preferred)
- Master's degree
Salary/Compensations
- 応相談（昇給/賞与あり）
Benefits
- 健康保険
- 雇用保険
- 労災保険
- 厚生年金保険
- 総合福祉団体定期保険（GTL）
- 業務災害安心総合保険（GPA）
- 団体長期障害所得補償保険（GLTD）
- 海外旅行保険
- 通勤手当(上限5万円/月)
- 通信手当（上限1万円/月）
- 自己啓発手当（上限2万円/月）
- 平日に出社した場合食事補助1800円/日
- 定期健診手当（上限7万5千円/年1回）
- フリードリンクコーナー
- ギフトカード（お盆、正月の2回支給、2万円/1回）
- 従業員支援プログラム(EAP)
- 慶弔見舞金
- 永年勤続賞/休暇
About the Company
- LIGHTSPEED STUDIOS は、物語性の高いストーリー、没入感のあるゲームプレイ、最先端のテクノロジーを駆使し、ゲーム開発をアートとサイエンスの融合として追求し続けています。世界中のプレイヤー、そしてあらゆるデバイスに次世代のゲームエクスペリエンスを提供することを使命としています。
- Lightspeed Tech Center is a R&D department under Lightspeed Studios which develop PUBG Mobile and other high-quality games.
Equal Opportunity
- As an equal opportunity employer, we firmly believe that diverse voices fuel our innovation and allow us to better serve our users and the community. We foster an environment where every employee of Tencent feels supported and inspired to achieve individual and common goals.