python Tag Posts Index

Learn Python Basics Together - Day 4 🚀 - Dictionaries

Welcome back to our Python learning series! In today's video, we learn about one of the most useful data structures in Python: ✅ Dictionaries in Python This video

Learn AI Series (#115) - Offline Reinforcement Learning

Learn AI Series (#115) - Offline Reinforcement Learning What will I learn You will learn why learning from a fixed, frozen dataset -- with no environment to poke

Learn Python Basics Together - Day 3 | Classes & Objects in Python for Beginners

Learn Python Basics Together - Day 3 🚀 Welcome back to our Python learning journey! In today's video, we learn one of the most important concepts in programming:

Learn Python Together 🔥 Day 2 | Python Functions Tutorial for Students

Learn Python Basics Together - Day 2 🚀 Welcome to Day 2 of our Python learning journey! In this live session, we learn Python Functions step by step in a

Learn AI Series (#114) - Inverse Reinforcement Learning

Learn AI Series (#114) - Inverse Reinforcement Learning What will I learn You will learn the core reversal at the heart of inverse RL -- inferring a reward function

Learn AI Series (#113) - RL for Real-World Applications

Learn AI Series (#113) - RL for Real-World Applications What will I learn You will learn sim-to-real transfer -- training a policy in a physics simulator and then

Learn AI Series (#112) - RL for Games

Learn AI Series (#112) - RL for Games What will I learn You will learn AlphaZero -- the single algorithm that mastered Chess, Go and Shogi with nothing but the rules

Learn AI Series (#111) - Multi-Agent Reinforcement Learning

Learn AI Series (#111) - Multi-Agent Reinforcement Learning What will I learn You will learn the three flavours of multi-agent RL: cooperative (shared reward),

Learn AI Series (#110) - Model-Based Reinforcement Learning

Learn AI Series (#110) - Model-Based Reinforcement Learning What will I learn You will learn the real difference between model-free and model-based RL -- and why

Learn AI Series (#109) - Advanced Policy Optimization

Learn AI Series (#109) - Advanced Policy Optimization What will I learn You will learn what a trust region is, and why bounding how far a policy may move in one

让AI和Python帮我解决PDF合并的问题

团委老师在群里突然又发通知，让大家填一个电子表格，还有扫描《入团志愿书》到一个PDF文件，并把表格和PDF文件发给班级团支书。 (插图由ChatGPT辅助生成) 填表格这事是轻车熟路啦，但如何把《入团志愿书》扫描成一个PDF文件，却让我犯了愁，群里很多同学是去复印社花钱搞定，我可舍不得这笔巨款呢。

Learn AI Series (#108) - Policy Gradient Methods

Learn AI Series (#108) - Policy Gradient Methods What will I learn You will learn why directly optimizing the policy is sometimes a far better idea than learning

Learn AI Series (#107) - Deep Q-Networks (DQN)

Learn AI Series (#107) - Deep Q-Networks (DQN) What will I learn You will learn why tabular Q-Learning falls apart the moment the state space gets big, and why a

Learn AI Series (#106) - Temporal Difference Learning

Learn AI Series (#106) - Temporal Difference Learning What will I learn You will learn TD(0): updating value estimates from single transitions, without ever waiting

Learn AI Series (#105) - Monte Carlo Methods

Learn AI Series (#105) - Monte Carlo Methods What will I learn You will learn how to estimate value functions from complete episodes of experience -- no model of

Learn AI Series (#104) - Dynamic Programming

Learn AI Series (#104) - Dynamic Programming What will I learn You will learn the Bellman equation: the recursive relationship that ties the value of a state to

Learn AI Series (#103) - Multi-Armed Bandits

Learn AI Series (#103) - Multi-Armed Bandits What will I learn You will learn the multi-armed bandit problem: the simplest reinforcement learning formulation that

Building a Custom Bot || Trading the Hive–Steem Price Gap

I have one more great idea about trading which I will share in this post. Remember, all the strategies I share are the ones I have tried myself, and they are working.

Learn AI Series (#102) - What Is Reinforcement Learning?

Learn AI Series (#102) - What Is Reinforcement Learning? What will I learn You will learn the RL framework: agent, environment, state, action, and reward - the five

Learn AI Series (#101) - Mini Project: Voice-Controlled AI Assistant

Learn AI Series (#101) - Mini Project: Voice-Controlled AI Assistant What will I learn You will build a complete local voice assistant from the components covered