├── LICENSE.txt ├── README.md ├── __init__.py ├── examples ├── __init__.py ├── blackjack.py ├── checkers.py ├── gambler.py ├── grid.py ├── grid_obstacles.py ├── nbandits.py └── windy_grid.py └── learning ├── __init__.py ├── action_selection.py ├── model_based.py ├── model_building.py ├── model_free.py ├── stateless.py └── update_rules.py /LICENSE.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/paulorauber/rl/HEAD/LICENSE.txt -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/paulorauber/rl/HEAD/README.md -------------------------------------------------------------------------------- /__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /examples/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /examples/blackjack.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/paulorauber/rl/HEAD/examples/blackjack.py -------------------------------------------------------------------------------- /examples/checkers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/paulorauber/rl/HEAD/examples/checkers.py -------------------------------------------------------------------------------- /examples/gambler.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/paulorauber/rl/HEAD/examples/gambler.py -------------------------------------------------------------------------------- /examples/grid.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/paulorauber/rl/HEAD/examples/grid.py -------------------------------------------------------------------------------- /examples/grid_obstacles.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/paulorauber/rl/HEAD/examples/grid_obstacles.py -------------------------------------------------------------------------------- /examples/nbandits.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/paulorauber/rl/HEAD/examples/nbandits.py -------------------------------------------------------------------------------- /examples/windy_grid.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/paulorauber/rl/HEAD/examples/windy_grid.py -------------------------------------------------------------------------------- /learning/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /learning/action_selection.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/paulorauber/rl/HEAD/learning/action_selection.py -------------------------------------------------------------------------------- /learning/model_based.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/paulorauber/rl/HEAD/learning/model_based.py -------------------------------------------------------------------------------- /learning/model_building.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/paulorauber/rl/HEAD/learning/model_building.py -------------------------------------------------------------------------------- /learning/model_free.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/paulorauber/rl/HEAD/learning/model_free.py -------------------------------------------------------------------------------- /learning/stateless.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/paulorauber/rl/HEAD/learning/stateless.py -------------------------------------------------------------------------------- /learning/update_rules.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/paulorauber/rl/HEAD/learning/update_rules.py --------------------------------------------------------------------------------