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<?php include __DIR__ . '/../header.php'; ?>

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const script = document.createElement("script");
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const dom = document.createElement("div");
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                    <h1>Reinforcement Learning: Go from Beginner to Expert</h1>
                    <h2>Master the essentials of Reinforcement Learning including multi-agent reinforcement learning through hands-on immersive learning.</h2>
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                                                                <p><b>Learning Objective: </b></p><p>Understand the paradigms of machine learning and the elements of a Reinforcement Learning problem.&nbsp;<br></p>                                                            </div>
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                                                                                                                                        <ul><li>Three Paradigms of Machine Learning<br></li><li>RL Success Stories</li><li>Elements of an RL Problem</li><li>Introduction to Gym</li><li>Training Your First RL Agent Using RLlib</li></ul>                                                                </div>
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                                                                <p><b>Learning Objectives: </b></p><p>Get introduced to contextual bandit problems and learn the advanced approaches to trade off exploration and exploitation.&nbsp;<br></p>                                                            </div>
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                                                                <p><b>Learning Objective: </b></p><p>Get a detailed understanding of Markov Chains, the Markov Reward Process, and the Markov decision process.&nbsp;<br></p>                                                            </div>
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                                                                                                                                        <ul><li>Introducing Markov Chains<br></li><li>Markov Reward Process</li><li>Markov Decision Process</li><li>Policy Evaluation and Iteration</li><li>Tabular Q-Learning</li><li>Practical Tabular Q-Learning Example</li><li>Deep Q-Learning</li><li>Using RLlib To Train a Deep Q Network</li><li>Policy-Based Methods</li><li>Using RLib To Train PPO Agent</li></ul>                                                                </div>
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                                                                <p><b>Learning Objective: </b></p><p>Learn what goes into implementing Reward Shaping and its disadvantages while also using memory to handle Partial Observability.&nbsp;<br></p>                                                            </div>
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                                                                                                                                        <ul><li>Introduction<br></li><li>Handling Sparse Rewards and Hard Exploration</li><li>Implement Reward Shaping</li><li>Disadvantages of Reward Shaping</li><li>Using Memory To Handle Partial Observability</li><li>Solving Stateless Cartpole Using LSTM</li><li>Overcoming Sim-to-Real Gap</li><li>Introduction to Multi-Agent Reinforcement Learning</li><li>Training Multiple Agents Using RLib</li><li>Multi-Agent Reinforcement Learning</li><li>Offline Reinforcement Learning</li><li>Conclusion and Other Advanced Topics</li></ul>                                                                </div>
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                                                        </div>
                                                                                                            <div class="swiper-slide">
                                                            <div class="test-overview editor-content">
                                                                <div class="test-overview-list">
                                                                    <div class="osl-icons quote-icon"></div>
                                                                    <div class="test-content"><p>The curriculum was expertly designed with super focus on important topics like Real-World Reinforcement Learning.<br></p></div>
                                                                    <div class="media">
                                                                        <div class="image bg-2">
                                                                                                                                                            <span>K</span>
                                                                                                                                                    </div>
                                                                        <div class="align-self-center media-body">
                                                                            <span class="test-name">Kelly Noble</span>
                                                                            <p class="test-desg">ML Expert </p>
                                                                        </div>
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                                                                                            <section class="comparision">
                        <div class="container">
                            <div class="row">
                                <div class="col-md-9 col-sm-70">
                                    <h3 class="section-heading">How Our Course Compares</h3>
                                    <div class="table-responsive">
                                        <table class="table custom-table">
                                            <thead>
                                                <tr>
                                                    <th class="first-column"></th>
                                                                                                                                                                        <th>YouTube Videos</th>
                                                                                                                    <th>Online Courses</th>
                                                                                                                    <th>SureCertificate</th>
                                                                                                                                                            </tr>
                                            </thead>
                                            <tbody>
                                                                                                    <tr>
                                                        <td class="first-column"> <p class="title">On-Demand Videos</p></td>
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                                                                                                    <tr>
                                                        <td class="first-column"> <p class="title">Immersive Learning Experience</p></td>
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                                                            </td>
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                                                        <td class="first-column"> <p class="title">Hands-On with Cloud Labs</p></td>
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                                                        <td class="first-column"> <p class="title">Structured Curriculum</p></td>
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                                                        <td class="first-column"> <p class="title">Course Curated by Industry Experts</p></td>
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                                                        <td class="first-column"> <p class="title">Auto-Graded Assessments</p></td>
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                                                                                                    <tr>
                                                        <td class="first-column"> <p class="title">Lifetime Access to Courseware</p></td>
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                                                                                                            </tr>
                                                                                            </tbody>
                                        </table>
                                    </div>
                                </div>
                            </div>
                        </div>
                    </section>
                                                                    <section class="advisors" id="advisors">
                        <div class="container">
                            <div class="row">
                                <div class="col-md-9 col-sm-70">
                                    <div class="swiper-container advisors-slider d-md-block d-none">
                                        <h2 class="section-heading">Course Advisor</h2>
                                        <div class="swiper-wrapper">
                                                                                            <div class="swiper-slide">
                                                    <div class="test-overview editor-content">
                                                        <div class="test-overview-list">
                                                            <div class="media">
                                                                <div class="image bg-1 ">
                                                                                                                                            <img src="https://d2o2utebsixu4k.cloudfront.net/users/profile_images/d67357d3-db7c-4442-bd8f-8a0629c52c42.jpg" alt="Enes Bilgin">
                                                                                                                                    </div>
                                                                <div class="align-self-center media-body">
                                                                    <span class="advisor-name">Enes Bilgin</span>
                                                                    <p class="advisor-desg">
                                                                        Principal AI Engineer                                                                                                                                                    <a href="https://www.linkedin.com/in/enesbilgin/" target="_blank">
                                                                                <span class="linkedin-social-icon osl-icons"></span>
                                                                            </a> 
                                                                                                                                            </p>
                                                                </div>
                                                            </div>
                                                                                                                        <div class="advisor-description editor-content"><p>Enes is an ML Engineer at Argo AI and Engineering Leadership Advisory Council Board Member at California State University, Chico. He was previously Principal AI Engineer and Tech Lead at Microsoft and Research Scientist at Amazon.</p> </div>
                                                        </div>
                                                    </div>
                                                </div>
                                                                                    </div>
                                        <div class="swiper-pagination swiper-pagination-clickable swiper-pagination-bullets"></div>
                                        <div class="swiper-button-next advisors-next"></div>
                                        <div class="swiper-button-prev advisors-prev"></div>
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                                    <div class="testimonials swiper-container advisors-slider d-block d-md-none" id="mob">
                                        <h2 class="section-heading">Course Advisor</h2>
                                        <div class="swiper-wrapper">
                                                                                        <div class="swiper-slide">
                                                <div class="test-overview editor-content">
                                                    <div class="test-overview-list">
                                                        <div class="osl-icons quote-icon"></div>
                                                        <div class="test-content editor-content"><p>Enes is an ML Engineer at Argo AI and Engineering Leadership Advisory Council Board Member at California State University, Chico. He was previously Principal AI Engineer and Tech Lead at Microsoft and Research Scientist at Amazon.</p></div>
                                                            <div class="media">
                                                                <div class="image bg-1 ">
                                                                                                                                            <img src="https://d2o2utebsixu4k.cloudfront.net/users/profile_images/d67357d3-db7c-4442-bd8f-8a0629c52c42.jpg" alt="Enes Bilgin">
                                                                                                                                    </div>
                                                            <div class="align-self-center media-body">
                                                                <span class="test-name">Enes Bilgin</span>
                                                                <p class="test-desg">
                                                                     <span class="designation-text">Principal AI Engineer</span>
                                                                                                                                            <a href="https://www.linkedin.com/in/enesbilgin/" target="_blank">
                                                                            <span class="linkedin-social-icon osl-icons"></span>
                                                                        </a> 
                                                                                                                                    </p>
                                                    
                                                            </div>
                                                        </div>
                                                    </div>
                                                </div>
                                            </div>
                                                                                    </div>
                                        <div class="swiper-pagination swiper-pagination-clickable swiper-pagination-bullets"></div>
                                        <div class="swiper-button-next advisors-next test-prev"></div>
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                                    </div>
                                </div>
                            </div>
                        </div>
                    </section>
                 
                                <section class="courses  osl-courses hide">
                    <div class="container">
                        <div class="row">
                            <div class="col-md-9 col-sm-70">
                                <div class="courses-mob">
                                    <div class="swiper-container courses-slider">
                                        <h2 class="section-heading">Students Also Bought</h2>
                                        <div class="swiper-wrapper osl-courses-content"></div>
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                </section>
                                                                         <section class="faq" id="faq-1">
                        <div class="container">
                            <div class="row">
                                <div class="col-md-9 col-sm-70">
                                    <h2 class="section-heading">Frequently Asked Questions</h2>
                                    <div class="faq-content">
                                                                                                                                <div class="cert-and-exam-section" id="-1">
                                                                                                                                                    <div class="course-cert-faq-content accordion-cards custom-cards" id="faq-accordion-1">
                                                                                                                                                                                                                                                                                                    <div class="card">
                                                                <div class="card-header">
                                                                    <a class="card-link collapsed" data-toggle="collapse" href="#faq-heading-1-1">1. Will there be any other learning material other than self-paced videos?</a>
                                                                </div>
                                                                <div id="faq-heading-1-1" class="collapse " data-parent="#faq-accordion-1">
                                                                    <div class="card-body editor-content">
                                                                        <p>Yes, you will experience SureCertificate's immersive learning in an on-demand format. This will include e-learning material to help you:</p><ul><li>LEARN with recall quizzes, interactive ebooks, and case studies</li><li>ASSESS your skills progression with diagnostic, module-level, and final assessments</li><li>PRACTICE with real-world simulations and Cloud Labs</li><li>GAIN INSIGHTS with real-time reports and analytics on how you're progressing, your learning challenges, and suggestions of sections to revisit to build competency in the required areas.</li></ul>                                                                    </div>
                                                                </div>
                                                            </div>
                                                                                                                                                                                                                                            <div class="card">
                                                                <div class="card-header">
                                                                    <a class="card-link  collapsed" data-toggle="collapse" href="#faq-heading-1-2">2. Can I pursue this course along with my full-time job?</a>
                                                                </div>
                                                                <div id="faq-heading-1-2" class="collapse " data-parent="#faq-accordion-1">
                                                                    <div class="card-body editor-content">
                                                                        <p>Yes, our online course is designed to give you flexibility to skill up as per your convenience. The course is delivered in a Self-Paced mode so that you can balance your work and learning as per your schedule.<br></p>                                                                    </div>
                                                                </div>
                                                            </div>
                                                                                                                                                                                                                                            <div class="card">
                                                                <div class="card-header">
                                                                    <a class="card-link  collapsed" data-toggle="collapse" href="#faq-heading-1-3">3. Will I earn a certificate on completion of this online course?</a>
                                                                </div>
                                                                <div id="faq-heading-1-3" class="collapse " data-parent="#faq-accordion-1">
                                                                    <div class="card-body editor-content">
                                                                        <p>Yes! Upon passing this online course, you will receive a signed certificate of completion from SureCertificate. Thousands of SureCertificate alumni use their course certificate to demonstrate skills to employers and their networks.</p><p>SureCertificate’s online courses is well-regarded by industry experts, who contribute to our curriculum and use our tech programs to train their own teams.</p><div><br></div>                                                                    </div>
                                                                </div>
                                                            </div>
                                                                                                                                                                                                                                            <div class="card">
                                                                <div class="card-header">
                                                                    <a class="card-link  collapsed" data-toggle="collapse" href="#faq-heading-1-4">4. Can I cancel my enrolment? Do I get a refund?</a>
                                                                </div>
                                                                <div id="faq-heading-1-4" class="collapse " data-parent="#faq-accordion-1">
                                                                    <div class="card-body editor-content">
                                                                        <p>You can cancel your enrolment and receive refunds in line with our Cancellations and Refunds policy found at <a href="refund-policy" target="_blank" style="background-color: rgb(255, 255, 255);">refund-policy</a>.&nbsp;<br></p>                                                                    </div>
                                                                </div>
                                                            </div>
                                                                                                                                                                                                                                            <div class="card">
                                                                <div class="card-header">
                                                                    <a class="card-link  collapsed" data-toggle="collapse" href="#faq-heading-1-5">5. What are the software and system requirements?</a>
                                                                </div>
                                                                <div id="faq-heading-1-5" class="collapse " data-parent="#faq-accordion-1">
                                                                    <div class="card-body editor-content">
                                                                        <p>Please make sure that your computer meets the following software and system requirements:&nbsp;</p><ul><li><strong>Software Requirements</strong>: Internet browser</li><li><strong>System Requirements</strong>:&nbsp;Windows or equivalent environment with Internet browser and high-speed Internet connectivity.</li></ul>                                                                    </div>
                                                                </div>
                                                            </div>
                                                                                                                                                                                                                                            <div class="card">
                                                                <div class="card-header">
                                                                    <a class="card-link  collapsed" data-toggle="collapse" href="#faq-heading-1-6">6. Does this course have a Money-Back Guarantee?</a>
                                                                </div>
                                                                <div id="faq-heading-1-6" class="collapse " data-parent="#faq-accordion-1">
                                                                    <div class="card-body editor-content">
                                                                        <p>Yes, it does! In the unlikely event that you are not satisfied with the course, and you wish to withdraw within the first seven days, we’ll issue a 100% refund. Refer to our&nbsp;<a href="refund-policy" target="_blank" rel="nofollow" style="background-color: rgb(255, 255, 255);">Online Self-Paced Courses Refund Policy</a>&nbsp;for more details.<br></p>                                                                    </div>
                                                                </div>
                                                            </div>
                                                                                                            </div>
                                                                                            </div>
                                                                            </div>
                                </div>
                            </div>
                        </div>
                    </section>
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