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I am currently working on a major assignment entitled “Design of a Robust H∞ Controller Combined with a PID Controller Using Fuzzy Logic for a Missile Autopilot.” At this stage, I would like to improve the work by replacing the fuzzy logic approach with reinforcement learning to achieve a combined control strategy.
Project ID: 40178816
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Active 3 mos ago
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6 freelancers are bidding on average $23 USD for this job

Hi there, You’re absolutely in the RIGHT PLACE. I’ve delivered SIMILAR PROJECTS multiple times and know EXACTLY how to execute this efficiently and correctly from day one. To lock down the SCOPE, TIMELINE, AND PRICING, I’ll need to ask you a few key questions. Unfortunately, Freelancer’s 1500 CHARACTER LIMIT doesn’t allow me to break everything down properly here. Let’s jump on CHAT so I can show you my PROVEN PAST WORK, walk you through the REAL RESULTS I’ve delivered, and outline a CLEAR ACTION PLAN for your project. You’ll immediately see why my approach is DIFFERENT and EFFECTIVE. If you’re serious about getting this done RIGHT, I’m ready to move forward. Looking forward to CONNECTING and WINNING TOGETHER. Cheers, Mayank B
$20 USD in 7 days
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Hello, I hope you are doing well. I would like to submit my proposal for your project titled “Design of a Robust H∞ Controller Combined with a PID Controller for a Missile Autopilot.” Based on your requirements, I propose to upgrade the existing fuzzy-logic-based control approach by replacing it with a Reinforcement Learning (RL)–based controller, resulting in a modern, adaptive, and high-performance hybrid control system. Proposed Solution ✔I will design a hybrid control architecture that integrates: ✔PID controller for baseline stability ✔H∞ controller for robustness and disturbance rejection ✔Reinforcement Learning agent (replacing fuzzy logic) for adaptive and intelligent control ✔The RL agent will be trained to optimize tracking accuracy, minimize control effort, and handle nonlinearities and uncertainties in missile dynamics. Scope of Work ✔ Missile dynamics and actuator modeling in MATLAB/Simulink ✔ PID and H∞ controller design and tuning ✔ Reinforcement Learning controller development (DDPG / TD3 / PPO as appropriate) ✔ Hybrid controller integration ✔ Simulation under disturbances and parameter variations ✔ Performance comparison with fuzzy-based approach ✔ Well-organized Simulink model and technical documentation Deliverables ✔Complete MATLAB/Simulink model ✔Trained RL controller ✔Comparative simulation results ✔Clear explanation of control logic and results ✔Ready-to-submit academic / technical documentation +91 8140265253 Best regards, Burhanuddin
$10 USD in 1 day
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I am a strong candidate for this project due to my solid background in control theory and my experience working with both classical and advanced control strategies. I have developed a deep understanding of PID control, robust control concepts, and modern optimization-based approaches such as Model Predictive Control, which allows me to critically analyze and integrate learning-based methods into control architectures.
$20 USD in 7 days
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Hi Let me put your mind at ease. My skills in MATLAB/Simulink are both deep and diverse, overcoming any obstacle in my path, much like how I aim to refine your missile autopilot system. By marrying Reinforcement Learning with the H∞ and PID controller designs you've previously envisioned, we can create a holistic and robust approach that will iron out any kinks or imperfections. My ability to think creatively while working within the constraints of tight deadlines has been honed through a decade of experience. Together, we can breath new life into your project by creating a state-of-the-art solution that delivers unmatched efficiency and reliability for your missile autopilot system. So let's team up and turn your 'Missile Autopilot' concept into a reality!
$20 USD in 1 day
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Hanoi, Vietnam
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Member since May 15, 2025
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$30-250 USD
$30-250 USD
₹600-1500 INR
$30-250 USD