RL Engineering
RL engineering focuses on the practical implementation of reinforcement learning algorithms and experimental environment setup, bridging the gap between theory and practice.
Contents:
- SB3 & Atari — Stable Baselines3 framework, Atari game environments, training & evaluation
- RL Engineering Practice — Rollout mechanisms, experience replay, normalization tricks, parallel sampling, logging & evaluation, hyperparameter tuning guide