{"repo":"HumphreySun98/Smart-Study-Agent","free":true,"listed":false,"github":"https://github.com/HumphreySun98/Smart-Study-Agent","clone":"git clone https://github.com/HumphreySun98/Smart-Study-Agent.git","description":"The AI study agent that learns how you learn — RL picks the action, FSRS picks the timing, the LLM only writes the quizzes. Chrome extension · Anki export · MCP server · runs on Ollama","language":"JavaScript","stars":54,"topics":["agent-framework","ai-agent","chrome-extension","claude-api","contextual-bandit","huggingface","pomdp","q-learning","reinforcement-learning","spaced-repetition"],"license":"MIT","category":"ai-agents","readme_excerpt":"SmartStudy Agent The AI study agent that learns how you learn — a reinforcement-learning policy decides what you study next, an FSRS memory model decides when you review it, and an LLM generates the quizzes in between. In your browser, in your terminal, or inside Claude via MCP. -4A90E2.svg) English · 中文简介 · 📚 Technical Deep Dive — the POMDP framing, the math behind both policies, and the experiments (including the ones the heuristic won) 🌐 Live — Two Ways to Use It Where it runs How to try it --- --- --- Web app Hugging Face Spaces (free Kimi-K2 backend) Open in browser Chrome extension Your browser — works on any page, PDF, or YouTube video Install from the Chrome Web Store · Source (MV3) Live on the Chrome Web Store — click to install. Side panel running on a YouTube ML course — topics auto-extracted from captions, belief state updating in real time. The web app runs on Hugging Face Spaces using free HF Inference Providers (Kimi-K2). The Chrome extension calls the Anthropic API directly from your browser — same agent core, zero backend. For local development, plug in your own Anthropic key to get Claude's higher-quality reasoning. SmartStudy Agent is a goal-based, partially observable AI agent that turns any lecture material into a fully personalized learning experience. Unlike a chatbot, it maintains a persistent belief state about student knowledge and uses an adaptive policy to decide what to study next. --- Why SmartStudy? Traditional study tools are static. They sho","default_branch":null,"files":null,"tree":[],"storefront":"/r/HumphreySun98","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/HumphreySun98/Smart-Study-Agent/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}