Ghosts Reinforcement Learning

A Reinforcement Learning Approach for the game of Ghosts

Main implementation on RL_BuildUP_v2.ipynb

Name		Name	Last commit message	Last commit date
Latest commit History 8 Commits
__pycache__		__pycache__
backup_versions		backup_versions
.gitattributes		.gitattributes
.gitignore		.gitignore
.vsconfig		.vsconfig
NN_final_model.png		NN_final_model.png
README.md		README.md
RL_BuildUP_v2.ipynb		RL_BuildUP_v2.ipynb
RL_BuildUP_v2.py		RL_BuildUP_v2.py
UnityGame.py		UnityGame.py
actions.png		actions.png
dqn_ghost_model.h5.weights.h5		dqn_ghost_model.h5.weights.h5
dqn_ghost_model.weights.h5		dqn_ghost_model.weights.h5
flip_action.png		flip_action.png
flip_state.png		flip_state.png
game_classes.py		game_classes.py
gpu_acceleration.png		gpu_acceleration.png
masked_state.png		masked_state.png
memory_batch.png		memory_batch.png
opponent_act.png		opponent_act.png
output_0.png		output_0.png
placement.png		placement.png
q_model_second.png		q_model_second.png
q_table_first.png		q_table_first.png
random_results.png		random_results.png
render.png		render.png
reset.png		reset.png
server.py		server.py
space.png		space.png
step.png		step.png
trained_ghost_model.pkl		trained_ghost_model.pkl

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