Reinforcement Learning in Python

अद्यतन 03/2026

Master the fundamentals of reinforcement learning (RL) to create models that can navigate complex real-world environments and train LLMs.

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या

जारी रखने पर, आप हमारी उपयोग की शर्तें, हमारी गोपनीयता नीति को स्वीकार करते हैं और यह भी कि आपका डेटा संयुक्त राज्य अमेरिका में संग्रहीत किया जाता है।

ट्रैक विवरण

Reinforcement Learning in Python

Master the fundamentals of reinforcement learning (RL) and discover how to build models to navigate complex environments often found in robotics and video games.If you’re new to reinforcement learning or want to specialize in reinforcement learning as a branch of machine learning, this is an ideal place to start.You’ll start by learning about core reinforcement learning concepts, such as Markov decision processes, exploration/exploitation tradeoffs, and dynamic programming algorithms. You'll learn to apply Q-learning, SARSA, and other methods to navigate mountain ranges and frozen lakes from the Gymnasium library.You’ll merge deep learning and reinforcement learning and discover deep reinforcement learning, which can be used to train agents to navigate highly complex environments with little supervision.Along the way, you'll apply these techniques to tackle real-world projects, including optimizing taxi routes and stock trading simulation.With these reinforcement learning tools at hand, you're ready to begin tackling an exciting new application for reinforcement learning: reinforcement learning from human feedback (RLHF). RLHF can be used to improve LLM outputs by training on human feedback to its responses.Start your reinforcement learning journey today!

आवश्यक शर्तें

इस ट्रैक के लिए कोई पूर्व शर्त नहीं है।

Course
1
Reinforcement Learning with Gymnasium in Python
Start your reinforcement learning journey! Learn how agents can learn to solve environments through interactions.
Project
बोनस
Taxi Route Optimization with Reinforcement Learning
Solve the Taxi-v3 environment using Q-learning, ensuring efficient AI-driven transportation.
Course
3
Deep Reinforcement Learning in Python
Learn and use powerful Deep Reinforcement Learning algorithms, including refinement and optimization techniques.
Project
बोनस
Stock Trading Simulation with Gymnasium
Train a simple reinforcement learning agent in stock trading simulation.
Course
5
Reinforcement Learning from Human Feedback (RLHF)
Learn how to make GenAI models truly reflect human values while gaining hands-on experience with advanced LLMs.

Reinforcement Learning in Python

3 courses

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जुड़ें 19 मिलियन शिक्षार्थी और आज ही Reinforcement Learning in Python शुरू करें!

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ट्रैक विवरण

Reinforcement Learning in Python

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जुड़ें .css-nklxlk{color:var(--wf-brand--main, #03EF62);} 19 मिलियन शिक्षार्थी और आज ही Reinforcement Learning in Python शुरू करें!

अपना निःशुल्क खाता बनाएँ

जुड़ें 19 मिलियन शिक्षार्थी और आज ही Reinforcement Learning in Python शुरू करें!