├── FrozenLakeChallengeEricSchles.ipynb ├── README.md ├── code ├── __pycache__ │ ├── basic_rl.cpython-35.pyc │ └── policy_rl.cpython-35.pyc ├── basic_rl.py ├── basic_rl.py~ ├── naive_vs_informed.py ├── naive_vs_informed.py~ ├── newtons_method.py ├── newtons_method.py~ ├── policy_rl.py └── policy_rl.py~ ├── neural_networks.md ├── newtons_method.py~ └── reinforcement_learning.md /FrozenLakeChallengeEricSchles.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EricSchles/open_data_science_east_2016/HEAD/FrozenLakeChallengeEricSchles.ipynb -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EricSchles/open_data_science_east_2016/HEAD/README.md -------------------------------------------------------------------------------- /code/__pycache__/basic_rl.cpython-35.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EricSchles/open_data_science_east_2016/HEAD/code/__pycache__/basic_rl.cpython-35.pyc -------------------------------------------------------------------------------- /code/__pycache__/policy_rl.cpython-35.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EricSchles/open_data_science_east_2016/HEAD/code/__pycache__/policy_rl.cpython-35.pyc -------------------------------------------------------------------------------- /code/basic_rl.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EricSchles/open_data_science_east_2016/HEAD/code/basic_rl.py -------------------------------------------------------------------------------- /code/basic_rl.py~: -------------------------------------------------------------------------------- 1 | def learn_q(state,action,reward,value): 2 | 3 | -------------------------------------------------------------------------------- /code/naive_vs_informed.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EricSchles/open_data_science_east_2016/HEAD/code/naive_vs_informed.py -------------------------------------------------------------------------------- /code/naive_vs_informed.py~: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EricSchles/open_data_science_east_2016/HEAD/code/naive_vs_informed.py~ -------------------------------------------------------------------------------- /code/newtons_method.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EricSchles/open_data_science_east_2016/HEAD/code/newtons_method.py -------------------------------------------------------------------------------- /code/newtons_method.py~: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EricSchles/open_data_science_east_2016/HEAD/code/newtons_method.py~ -------------------------------------------------------------------------------- /code/policy_rl.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EricSchles/open_data_science_east_2016/HEAD/code/policy_rl.py -------------------------------------------------------------------------------- /code/policy_rl.py~: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EricSchles/open_data_science_east_2016/HEAD/code/policy_rl.py~ -------------------------------------------------------------------------------- /neural_networks.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EricSchles/open_data_science_east_2016/HEAD/neural_networks.md -------------------------------------------------------------------------------- /newtons_method.py~: -------------------------------------------------------------------------------- 1 | def df(f,x): 2 | return abs(0-f(x)) 3 | -------------------------------------------------------------------------------- /reinforcement_learning.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EricSchles/open_data_science_east_2016/HEAD/reinforcement_learning.md --------------------------------------------------------------------------------