Making Real-World Reinforcement Learning Practical Published 2024-01-03 Download video MP4 360p Recommendations 1:04:27 NeurIPS 2020 Tutorial on Offline RL: Part 1 17:23 I Made a Neural Network with just Redstone! 54:38 Imitation learning vs. offline reinforcement learning 16:27 An introduction to Reinforcement Learning 04:43 Reaching the Limit in Autonomous Racing: Optimal Control versus Reinforcement Learning (SciRob 23) 34:30 A General-Purpose Robotic Navigation Model 47:27 Physics Informed Machine Learning: High Level Overview of AI and ML in Science and Engineering 1:07:12 AI Trends 2023: Reinforcement Learning - RLHF, Robotic Pre-Training & Offline RL with Sergey Levine 42:22 Planning with Reinforcement Learning 51:03 Reinforcement Learning Pretraining for Reinforcement Learning Finetuning 40:08 The Most Important Algorithm in Machine Learning 43:27 AI/ML+Physics Part 1: Choosing what to model [Physics Informed Machine Learning] 56:49 Decision Transformer: Reinforcement Learning via Sequence Modeling (Research Paper Explained) 08:25 Reinforcement Learning from scratch 56:26 Stanford Seminar - Robot Learning in the Era of Large Pretrained Models 15:01 Why Choose Model-Based Reinforcement Learning? 42:20 Ensuring Safety in Online Reinforcement Learning by Leveraging Offline Data Similar videos 01:41 Setting up a Reinforcement Learning Task with a Real-World Robot 08:40 AI Learns to Walk (deep reinforcement learning) 29:19 Deep Reinforcement Learning with Real-World Data 28:54 Keynote: Key research challenges for real world reinforcement learning 1:23:22 Foundations of Real-World Reinforcement Learning 03:19 Deep Learning Cars 04:58 The Ingredients of Real World Robotic Reinforcement Learning (ICLR 2020) 25:17 The Case for Real-World Reinforcement Learning 05:40 RL in real life: Bringing reinforcement learning to the enterprise - Edward Jezierski (Microsoft) 36:27 Making robots learn to perform real-world tasks through Reinforcement Learning - Asad Ali Shahid 02:28 Reinforcement Learning Basics 02:33 Learning to Walk via Deep Reinforcement Learning 46:23 Deep Reinforcement Learning in the Real World -Sergey Levine 1:01:46 Reinforcement Learning in the Real World (with Professor Matthew Taylor) 58:37 John Langford - Real World Reinforcement Learning More results