Sumários
Reinforcement learning [2/2]
3 Dezembro 2025, 13:00 • Helena Aidos
- SARSA
- Q-learning
- Deep Q-learning
- Policy gradient
Reinforcement learning in Python
26 Novembro 2025, 16:30 • Helena Aidos
- Introduction to gymnasium library
- Implementation of value iteration algorithm
Reinforcement learning in Python
26 Novembro 2025, 15:00 • Helena Aidos
- Introduction to gymnasium library
- Implementation of value iteration algorithm
Reinforcement learning [1/2]
26 Novembro 2025, 13:00 • Helena Aidos
- Markov Decision processes
- Policy evaluation
- Value iteration
- Model-based Monte Carlo
- Model-free Monte Carlo
Hidden Markov models in Python
19 Novembro 2025, 16:30 • Helena Aidos
- HMMs: implementation, inference, and estimation of parameters using hmmlearn package
- Exercises