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About
President
Governance
Partner Institutions
Visit
People
Management
Faculty
Postdocs
Visiting Scholars
Staff
Research
Research Groups
Courses
Seminars
Join Us
Faculty
Postdocs
Students
Events
Conferences
Workshops
Forum
Life @ BIMSA
Accommodation
Transportation
Facilities
Tour
News
News
Announcement
Downloads
Qiuzhen College, Tsinghua University
Yau Mathematical Sciences Center, Tsinghua University (YMSC)
Tsinghua Sanya International  Mathematics Forum (TSIMF)
Shanghai Institute for Mathematics and  Interdisciplinary Sciences (SIMIS)
BIMSA > BIMSA Thursday Machine Learning Applications Seminar OpenRL通用强化学习框架
OpenRL通用强化学习框架
Organizers
Xiao Pei Jiao , Fan Sheng Xiong , Wu Yue Yang
Speaker
Shiyu Huang
Time
Tuesday, October 31, 2023 2:00 PM - 3:00 PM
Venue
A3-1-101
Online
Zoom 230 432 7880 (BIMSA)
Abstract
强化学习作为机器学习领域中重要的训练范式,在机器人、自然语言、内容生成、自动驾驶、推荐系统中都发挥着极其重要的作用。OpenRL作为一个通用强化学习框架,通过统一的训练接口,同时支持单智能体,多智能体,离线强化学习、自然语言等任务的训练。另外,OpenRL提供易用且可定制化的编程模式,既方便入门用户快速上手,又能为专业人员提供灵活的配置方式。未来,OpenRL将会在促进强化学习智能体开源和应用方面做出更多贡献。
Speaker Intro
第四范式强化学习科学家,开源强化学习OpenRL Lab负责人。本科与博士均毕业于清华大学计算机系,导师是朱军和陈挺教授,本科期间在CMU交换,导师为Deva Ramanan教授。主要研究方向为强化学习,多智能体强化学习,分布式强化学习。曾在ICLR、CVPR、AAAI、NeurIPS, Nature Machine Intelligence, ICML, AAMAS, Pattern Recognition等会议和期刊发表多篇学术论文。其领导开发的TiZero谷歌足球游戏智能体曾在及第平台上取得排名第一的成绩。黄世宇也曾在腾讯AI Lab、华为诺亚、商汤、瑞莱智慧等工作。
Beijing Institute of Mathematical Sciences and Applications
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