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Week 5

Model-Based Algorithms

Shifting from model-free to model-based RL approaches.

Topics Covered

Assignment

Implement a deep-world algorithm (e.g., a simplified Dreamer variant) and compare with model-free baselines.

Resources

Model-Based RL

GeeksforGeeks blog on model-based reinforcement learning

Inspiration Paper (ICML 2025)

Shallow world models for continual RL