Reinforcement Learning

Reinforcement Learning (RL)

Reinforcement Learning (RL) is a machine learning approach where an agent learns to perform tasks by interacting with an environment. It involves the agent receiving rewards or penalties based on its actions, and using this feedback to improve its performance over time.

Training algorithms

• A2C
• PPO
• SAC

Resources

• Mandy Zhao's Reinforcement Learning Notes

• Stanford CS224R Actor Critic Slides