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🚀 Become a Reinforcement Learning Robotics Engineer in 2025!


🚀 Become a Reinforcement Learning Robotics Engineer in 2025!

Reinforcement Learning (RL) is transforming robotics, and 2025 offers immense opportunities to dive into this field. 


🎓 Top Resources to Learn RL


📖 OpenAI Spinning Up: Beginner-friendly RL guide with theory, code, and practical examples- https://lnkd.in/ehNUqdsu


📚 Reinforcement Learning by Sutton and Barto: https://lnkd.in/eGpjHk-b


📚 RL Course by David Silver: https://lnkd.in/eNWBuq_p



🛠️ Libraries, frameworks, and engines to Master


🏗️ Stable Baselines 3: High-quality RL implementations for rapid experimentation - https://lnkd.in/ekBvKTqx


🔮 PyTorch: Essential for building and customizing deep RL models - https://pytorch.org/


🎮 Gymnasium: A flexible environment for testing RL algorithms - https://lnkd.in/e9agbn-8


🖥️ Isaac Lab: NVIDIA’s simulator for large-scale RL training - https://lnkd.in/ePpyDUSB


🌟 Mujoco and PyBullet: Tools like MuJoCo simulator for real-world applications. https://mujoco.org/ , https://lnkd.in/e5Ft_Uam



🤖 3 Beginner-Friendly Projects


1️⃣ CartPole Balancing: Train an agent to balance a pole on a moving cart.


2️⃣ LunarLander: Guide a lunar module to land safely using physics-based rewards.


3️⃣ Pendulum Control: Learn to swing and stabilize an inverted pendulum.



🌍 The future of robotics is RL-driven. Start your journey today and be part of this groundbreaking revolution! 🚀



🤖 RL for Robotics


✅  Reinforcement Learning Fundamentals - I- https://lnkd.in/eP3vJYNC


✅  Reinforcement Learning Fundamentals - II- https://lnkd.in/eY_ddRke


✅  Cart Pole Balance using Reinforcement Learning- https://lnkd.in/eFzbHxqX


✅ Dyna-Q Model-based reinforcement learning implementation - https://lnkd.in/eGbKtQUK


✅ Learn Reinforcement Learning by playing Street Fighter and Tekken- https://lnkd.in/esyPt-G4


✅  Fabric Manipulation for Grasping – Using Deep Reinforcement Learning to expose a flat graspable seam in simulation-https://lnkd.in/evsDeeKm


✅  Robot manipulation of deformable objects using Deep Reinforcement Learning- https://lnkd.in/eGnNni-8


✅ Deformable-gym: benchmarking deep reinforcement learning algorn- ithms for deformable object manipulation- https://lnkd.in/eXdiwy-d


✅ Reinforcement learning in Robotics- a survey: https://lnkd.in/e8gb_--B

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