Lectures related to Action selection

Reactive Agents: Decision Processes

Explores reactive agents and decision processes, covering topics such as Markov Decision Processes and real-time agents.

Exploration vs. Exploitation: Softmax Policy Quiz

Presents a quiz on the exploration vs. exploitation dilemma using the softmax policy.

How to change the policy with a gradient method

Explains optimizing total reward by changing the policy with gradient methods.

Model-Based Deep Reinforcement Learning: Monte Carlo Tree Search

Explores model-based deep reinforcement learning, focusing on Monte Carlo Tree Search and its applications in game strategies and decision-making processes.