Robot Learning 2025: Foundational Models for Robotics and Scaling DeepRL
4.0
(3)
32 learners
What you'll learn
This course includes
- 34.5 hours of video
- Certificate of completion
- Access on mobile and TV
Course content
1 modules • 27 lessons • 34.5 hours of video
Robot Learning 2025: Foundational Models for Robotics and Scaling DeepRL
27 lessons
• 34.5 hours
Robot Learning 2025: Foundational Models for Robotics and Scaling DeepRL
27 lessons
• 34.5 hours
- Robot Learning 2025: Foundational Models for Robotics and Scaling DeepRL 01:49:46
- Robot Learning 2025: Foundational Models for Robotics and Scaling DeepRL, Part2 38:35
- Robot Learning: Scaling Behavoir Cloning 01:09:25
- Robot Learning: Sequential Decision Making 01:12:13
- RobotLearning: Sequential Decision Making, part 2 19:14
- RobotLearning Learning2Plan With Large Models 01:28:35
- RobotLearning Learning2Plan With Large Models Part2 48:32
- Robot Learning: Learning Reward Models and Using Foundational Models for Rewards 01:35:47
- Robot Learning: Methods and Considerations for Scaling Data Collection 01:44:54
- RobotLearning: Scaling PolicyGradients Part 1 01:49:01
- RobotLearning: Scaling Policy Gradients Part 2 57:22
- RobotLearning: Scaling Deep Q-Learning Part1 37:26
- RobotLearning: Scaling Deep Q-Learning Part2 01:18:18
- Robot Learning 2025: Unlocking Scalable Robot Learning in the Real World with Karl Pertsch 01:48:16
- RobotLearning: Scaling Continuous Deep QLearning Part1 13:19
- RobotLearning: Scaling Continuous Deep QLearning Part2 01:42:53
- RobotLearning: Scaling Offline Reinforcement Learning 01:46:49
- Robot Learning: Goal-Condition Panning 01:31:02
- Robot Learning: Visual Goal-Condition Reinforcement Learning 01:44:57
- RobotLearning: Hierarchical Planning with Large Models 01:50:49
- Robot Learning: Multi-Agent Reinforcement Learning and RLHF 01:47:23
- RobotLearning: Gemini Robotics 48:28
- RobotLearning Agentic and Autonomous Systems 01:49:18
- Robot Learning: Agentic and Autonomous Systems Part 2 20:22
- Robot Learning: Generalization In Planning Across Morphologies 01:00:04
- Robot Learning: Generalization In Planning 01:23:34
- Sim2Real 01:29:13
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