├── Markov Decision Processes.ipynb ├── Multi-Armed Bandits.ipynb ├── Non-Stationarity.ipynb ├── README.md └── assets ├── average.png ├── casinos_mdp.png ├── css-0-update-rule.png ├── css-1-update-rule.png ├── gen-update-rule.png ├── inc-update-rule.png ├── incremental-average.png └── simp-gradient-descent.png /Markov Decision Processes.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aristizabal95/Understanding-Reinforcement-Learning-Hands-On/HEAD/Markov Decision Processes.ipynb -------------------------------------------------------------------------------- /Multi-Armed Bandits.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aristizabal95/Understanding-Reinforcement-Learning-Hands-On/HEAD/Multi-Armed Bandits.ipynb -------------------------------------------------------------------------------- /Non-Stationarity.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aristizabal95/Understanding-Reinforcement-Learning-Hands-On/HEAD/Non-Stationarity.ipynb -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aristizabal95/Understanding-Reinforcement-Learning-Hands-On/HEAD/README.md -------------------------------------------------------------------------------- /assets/average.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aristizabal95/Understanding-Reinforcement-Learning-Hands-On/HEAD/assets/average.png -------------------------------------------------------------------------------- /assets/casinos_mdp.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aristizabal95/Understanding-Reinforcement-Learning-Hands-On/HEAD/assets/casinos_mdp.png -------------------------------------------------------------------------------- /assets/css-0-update-rule.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aristizabal95/Understanding-Reinforcement-Learning-Hands-On/HEAD/assets/css-0-update-rule.png -------------------------------------------------------------------------------- /assets/css-1-update-rule.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aristizabal95/Understanding-Reinforcement-Learning-Hands-On/HEAD/assets/css-1-update-rule.png -------------------------------------------------------------------------------- /assets/gen-update-rule.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aristizabal95/Understanding-Reinforcement-Learning-Hands-On/HEAD/assets/gen-update-rule.png -------------------------------------------------------------------------------- /assets/inc-update-rule.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aristizabal95/Understanding-Reinforcement-Learning-Hands-On/HEAD/assets/inc-update-rule.png -------------------------------------------------------------------------------- /assets/incremental-average.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aristizabal95/Understanding-Reinforcement-Learning-Hands-On/HEAD/assets/incremental-average.png -------------------------------------------------------------------------------- /assets/simp-gradient-descent.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aristizabal95/Understanding-Reinforcement-Learning-Hands-On/HEAD/assets/simp-gradient-descent.png --------------------------------------------------------------------------------