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Published research研究报告已发布

RLCard
Reward Study

How do rewards shape learning? Experiments with poker AI explore reward scaling, reward design and learning rate.奖励如何影响 AI 的学习?比较奖励缩放、奖励设计和学习率,在扑克环境中逐项检验。

Completed experiments已完成的实验

Reward scaling奖励缩放
20 / 20 runs
Reward mechanism奖励机制
32 / 32 runs
Learning rate学习率
32 / 32 runs

Exploratory findings. Read the report for results, methods and limitations.以上为探索性实验。研究结果、方法与限制,见完整报告。

factlens

Multimodal video fact-checking — transcribe, read the screen, verify claims against the web.多模态视频事实核查:转录、读屏,把视频里的说法拿到网上核对。

PYTHON

FindItem

An ESP32-C3 bin-locating prototype using RGB light and a buzzer, evolving toward a planned 30-bin school deployment.用 RGB 灯和蜂鸣器定位的 ESP32-C3 零件箱原型,正为学校规划约 30 箱部署。

HARDWARE · C++

viralens

Open-source toolkit that dissects what makes a video land — metadata, subtitles, comments.一套开源工具,拆解一条视频凭什么打动人:元数据、字幕、评论逐一来过。

PYTHON

looming

A self-driving loop daemon that keeps an agent working toward a mission until interrupted.一个自驱的循环守护进程,让 agent 盯着目标一直干,直到你叫停。

NODE · CLI

skilltree

Reads your shell history and draws a command-line skill tree in the terminal.扫一遍你的 shell 历史,在终端里画出你的命令行技能树。

PYTHON · TYPER

ctxtax

CLI that measures how much context budget each MCP tool actually costs you.一个 CLI,算清每个 MCP 工具到底吃掉你多少 context。

TYPESCRIPT

MOCI墨忆词笺

A personal vocabulary practice book for writing, checking and returning to words. Designed for iPad and Apple Pencil.为 iPad 与 Apple Pencil 设计的单词练习簿:默写、检查,再回来看一遍。

REACT · FASTAPI · iPAD

Films影像

Video Creation视频创作

I Produced Our School’s First Cross-Club Variety Show我制作了学校首个跨社团综艺节目

IronPulse robotics meets FORMULAP racing in an unscripted campus variety show.机器人社遇上赛车社:一场没有剧本的跨社团校园碰撞。

Watch on Bilibili在哔哩哔哩观看

Robotics Club Fair不会写代码也能玩转机器人?

Creative builds and hands-on demos at the robotics club fair—no coding experience required.机器人社的招新摊位:从创意组装到零基础体验,看看代码之外还能玩些什么。

Watch on Bilibili在哔哩哔哩观看

Shanghai Regional: The Winning Match上海区域赛夺冠时刻

From the driver station to the stands, relive the second finals match as three teams take the title at the 2026 FRC Shanghai Regional.从驾驶站到观众席,重回 2026 FRC 上海区域赛决赛第二场,见证三支队伍合力夺冠。

Watch on Bilibili在哔哩哔哩观看

Istanbul & Shanghai, Here We Come伊斯坦布尔、上海,我们来了

Three days to go: getting ready for Istanbul and Shanghai in the 2025 FRC season.三天倒计时,准备迎接 FRC 2025 赛季的伊斯坦布尔与上海两站。

Watch on Bilibili在哔哩哔哩观看

Taking the Robots for a Ride秋日欢庆:带机器人去兜风

Old robots, a new team flag, and cosplayers chasing the convoy: a robotics twist on our autumn celebration.老机器人绑上新队旗,小车拖着前辈出发,Coser 们围着机器人追拍、欢笑。

Watch on Bilibili在哔哩哔哩观看

I Built a Game Console at Summer School我在夏校做了一台游戏机

Two buttons, five levels, and increasingly tricky light sequences: a homemade memory-game challenge.两个按键、五个关卡:记住越来越难的灯光序列,挑战一台自己搭出来的游戏机。

Watch on YouTube在 YouTube 观看
View all 6 films查看全部 6 支视频

I Produced Our School’s First Cross-Club Variety Show我制作了学校首个跨社团综艺节目

IronPulse robotics meets FORMULAP racing in an unscripted campus variety show.机器人社遇上赛车社:一场没有剧本的跨社团校园碰撞。

Watch on Bilibili在哔哩哔哩观看

Robotics Club Fair不会写代码也能玩转机器人?

Creative builds and hands-on demos at the robotics club fair—no coding experience required.机器人社的招新摊位:从创意组装到零基础体验,看看代码之外还能玩些什么。

Watch on Bilibili在哔哩哔哩观看

Shanghai Regional: The Winning Match上海区域赛夺冠时刻

From the driver station to the stands, relive the second finals match as three teams take the title at the 2026 FRC Shanghai Regional.从驾驶站到观众席,重回 2026 FRC 上海区域赛决赛第二场,见证三支队伍合力夺冠。

Watch on Bilibili在哔哩哔哩观看

Istanbul & Shanghai, Here We Come伊斯坦布尔、上海,我们来了

Three days to go: getting ready for Istanbul and Shanghai in the 2025 FRC season.三天倒计时,准备迎接 FRC 2025 赛季的伊斯坦布尔与上海两站。

Watch on Bilibili在哔哩哔哩观看

Taking the Robots for a Ride秋日欢庆:带机器人去兜风

Old robots, a new team flag, and cosplayers chasing the convoy: a robotics twist on our autumn celebration.老机器人绑上新队旗,小车拖着前辈出发,Coser 们围着机器人追拍、欢笑。

Watch on Bilibili在哔哩哔哩观看

I Built a Game Console at Summer School我在夏校做了一台游戏机

Two buttons, five levels, and increasingly tricky light sequences: a homemade memory-game challenge.两个按键、五个关卡:记住越来越难的灯光序列,挑战一台自己搭出来的游戏机。

Watch on YouTube在 YouTube 观看

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