├── .DS_Store ├── README.md ├── TD_learning_DQN ├── DeepQ_Learning_VU_practical_sessions-part1_Final_Solution.ipynb ├── DeepQ_Learning_VU_practical_sessions-part1_Student.ipynb ├── DeepQ_Learning_VU_practical_sessions-part2-Final_Solution.ipynb └── DeepQ_Learning_VU_practical_sessions-part2-StudentsNew.ipynb ├── distributional_reinforcement_learning ├── .DS_Store ├── .ipynb_checkpoints │ ├── RL-Distributional-Tutorial-checkpoint.ipynb │ └── Student_Version_RL-Summer-School_Session_Dist_RL-(Answers_Excluded)-checkpoint.ipynb ├── RL-Distributional-Tutorial.ipynb ├── Tutorial_Dist_RL-(Answers_Included)-v2.ipynb ├── __pycache__ │ ├── auxiliary.cpython-37.pyc │ ├── auxiliary.cpython-39.pyc │ ├── dist_dqn.cpython-37.pyc │ ├── dist_dqn.cpython-39.pyc │ ├── trainer.cpython-37.pyc │ ├── trainer.cpython-39.pyc │ ├── variables.cpython-37.pyc │ └── variables.cpython-39.pyc ├── auxiliary.py ├── dist_dqn.py ├── img │ ├── AtariHighway-v2.mp4 │ ├── AtariHighway-v3.mp4 │ ├── algorithm.png │ ├── bayes.png │ ├── freeway.gif │ ├── gamma.png │ ├── normal_uniform.jpg │ └── updating.png ├── trainer.py └── variables.py ├── policy_gradient ├── .ipynb_checkpoints │ └── policy_gradient-checkpoint.ipynb ├── img │ ├── cartpole.gif │ └── rl.png ├── policy_gradient.ipynb └── solution.ipynb ├── requirements.txt └── symmetries_in_rl ├── Symmetries in RL - Practical-SOLUTIONS.ipynb ├── Symmetries in RL - Practical.ipynb └── pictures ├── mdp_hom.png └── mdp_hom_half.png /.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/VinF/practical_sessions_RL/HEAD/.DS_Store -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/VinF/practical_sessions_RL/HEAD/README.md -------------------------------------------------------------------------------- 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