Robot Learning 2025: Foundational Models for Robotics and Scaling DeepRL - RobotLearning Agentic and Autonomous Systems

Autonomous learning agents need careful design and tooling to achieve useful levels of interaction. This lecture connects autonomous systems with recent ideas around agentic models. These autonomous systems are key to achieving the goal of learning from real-world interactions (reinforcement learning).