# DeepGamingAI_FIFARL
Using Reinforcement Learning to play FIFA
# Code Tutorial
https://medium.com/@chintan.t93/using-deep-q-learning-in-fifa-18-to-perfect-the-art-of-free-kicks-f2e4e979ee66
# Video
https://www.youtube.com/watch?v=MasxAN-xZIU
# Setup Requirements
1. OS: Windows (FIFA 18)
2. Pytesseract
3. Tensorflow
4. Keras
5. MatplotLib
# To run
Go to the root directory and run main.py in train or test mode.
Toggle the train_mode variable to run in train or test mode.
# Acknowledgements for code
https://medium.freecodecamp.org/deep-reinforcement-learning-where-to-start-291fb0058c01
使用强化学习玩 FIFA_python_代码_下载
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使用强化学习玩 FIFA_python_代码_下载
（143个子文件） 
BUILD 6KB BUILD 5KB checkpoint 77B memory.csv 0B model.ckpt.data-00000-of-00001 21.26MB .gitignore 5B model.h5 1.28MB model.h5 1.28MB model.h5 1.28MB model.h5 1.28MB model.h5 1.28MB FIFA_RL.iml 502B model.ckpt.index 9KB
controller.jpg 19KB model.json 2KB model.json 2KB model.json 2KB model.json 2KB model.json 2KB README.md 780B model.ckpt.meta 1.02MB saved_model.pb 21.78MB frozen_inference_graph.pb 21.71MB object-detection.pbtxt 85B preprocessor.proto 11KB faster_rcnn.proto 5KB losses.proto 4KB box_predictor.proto 3KB hyperparams.proto 3KB optimizer.proto 2KB train.proto 2KB input_reader.proto 2KB ssd.proto 2KB eval.proto 2KB post_processing.proto 1KB grid_anchor_generator.proto 1020B argmax_matcher.proto 979B ssd_anchor_generator.proto 952B image_resizer.proto 927B string_int_label_map.proto 724B region_similarity_calculator.proto 672B pipeline.proto 633B box_coder.proto 552B faster_rcnn_box_coder.proto 531B anchor_generator.proto 477B square_box_coder.proto 419B matcher.proto 418B model.proto 295B mean_stddev_box_coder.proto 188B bipartite_matcher.proto 179B preprocessor_pb2.py 77KB ops_test.py 41KB ops.py 27KB losses_pb2.py 24KB optimizer_pb2.py 22KB hyperparams_pb2.py 21KB np_box_list_ops.py 20KB box_predictor_pb2.py 18KB faster_rcnn_pb2.py 17KB visualization_utils.py 17KB np_box_list_ops_test.py 16KB per_image_evaluation.py 12KB ssd_pb2.py 12KB per_image_evaluation_test.py 10KB object_detection_evaluation.py 10KB train_pb2.py 9KB input_reader_pb2.py 8KB variables_helper_test.py 7KB region_similarity_calculator_pb2.py 7KB image_resizer_pb2.py 7KB eval_pb2.py 7KB post_processing_pb2.py 6KB object_detection_evaluation_test.py 6KB visualization_utils_test.py 5KB pipeline_pb2.py 5KB metrics.py 5KB np_box_list_test.py 5KB shape_utils_test.py 5KB box_coder_pb2.py 5KB grid_anchor_generator_pb2.py 5KB variables_helper.py 5KB label_map_util_test.py 5KB label_map_util.py 5KB learning_schedules.py 4KB test_utils.py 4KB FIFA.py 4KB np_box_list.py 4KB train.py 4KB shape_utils.py 4KB string_int_label_map_pb2.py 4KB anchor_generator_pb2.py 4KB argmax_matcher_pb2.py 4KB ssd_anchor_generator_pb2.py 4KB matcher_pb2.py 4KB model_pb2.py 4KB metrics_test.py 4KB ExperienceReplay.py 3KB faster_rcnn_box_coder_pb2.py 3KB test.py 3KB np_box_ops.py 3KB共 143 条
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