2025年网络工程毕设一套(论文+程序源码文件+结果表格)深度强化学习在对弈游戏中的应用定稿.zip

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2026-01-13
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最终稿2.docx 深度强化学习在对弈游戏中的应用.docx(1.7 MB)
__init__.py(28 B)
__pycache__
- __init__.cpython-311.pyc(179 B)
- __init__.cpython-39.pyc(151 B)
Algorithm
- __init__.py(36 B)
- __pycache__
  - __init__.cpython-310.pyc(171 B)
  - __init__.cpython-311.pyc(197 B)
  - __init__.cpython-39.pyc(169 B)
  - alpha_beta_ai.cpython-310.pyc(9.3 KB)
  - alpha_beta_ai.cpython-311.pyc(16.37 KB)
  - alpha_beta_ai.cpython-39.pyc(9.29 KB)
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- alpha_beta_ai.py(13.83 KB)
- minimax_ai.py(6.01 KB)
- score_ai.py(5.37 KB)
- threat_ai.py(6.75 KB)
assets
data
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  - chess_nfq_20250516_191004.png(207.43 KB)
  - chess_nfq_20250517_021002.csv(439.53 KB)
  - chess_nfq_20250517_021002.png(35.85 KB)
  - chess_nfq_20250517_182133.csv(416.01 KB)
  - chess_nfq_20250517_182133.png(39.97 KB)
- gobang
  - gobang_ddqn_20250516_202955.csv(3.06 KB)
  - gobang_ddqn_20250516_202955.png(57.2 KB)
  - gobang_ddqn_20250516_203059.csv(3 KB)
  - gobang_ddqn_20250516_203059.png(60.95 KB)
  - gobang_ddqn_20250516_230511.csv(302.92 KB)
  - gobang_ddqn_20250516_230511.png(43.7 KB)
  - gobang_ddqn_20250517_111053.csv(2.92 KB)
  - gobang_ddqn_20250517_111053.png(53.54 KB)
  - gobang_ddqn_20250517_143105.csv(335.65 KB)
  - gobang_ddqn_20250517_143105.png(30.37 KB)
  - gobang_ddqn_20250523_165608.csv(4.29 KB)
  - gobang_ddqn_20250523_165608.png(59.56 KB)
  - gobang_ddqn_20250524_001832.csv(4.37 KB)
  - gobang_ddqn_20250524_001832.png(56.93 KB)
  - gobang_ddqn_20250524_012705.csv(4.35 KB)
  - gobang_ddqn_20250524_012705.png(55.71 KB)
  - gobang_ddqn_20250524_023548.csv(4.37 KB)
  - gobang_ddqn_20250524_023548.png(58.16 KB)
  - gobang_dqn_20250516_203503.csv(2.97 KB)
  - gobang_dqn_20250516_203503.png(56.72 KB)
  - gobang_dqn_20250516_203612.csv(3.02 KB)
  - gobang_dqn_20250516_203612.png(54.05 KB)
  - gobang_dqn_20250516_220601.csv(300.35 KB)
  - gobang_dqn_20250516_220601.png(41.92 KB)
  - gobang_dqn_20250517_111011.csv(2.88 KB)
  - gobang_dqn_20250517_111011.png(53.61 KB)
  - gobang_dqn_20250517_134031.csv(296.21 KB)
  - gobang_dqn_20250517_134031.png(41.44 KB)
  - gobang_nfq_20250516_202510.csv(3.06 KB)
  - gobang_nfq_20250516_202607.csv(3.1 KB)
  - gobang_nfq_20250516_202607.png(59.1 KB)
  - gobang_nfq_20250516_205008.csv(3.05 KB)
  - gobang_nfq_20250516_205008.png(58.58 KB)
  - gobang_nfq_20250516_211958.csv(311.51 KB)
  - gobang_nfq_20250516_211958.png(46.03 KB)
  - gobang_nfq_20250517_111324.csv(2.84 KB)
  - gobang_nfq_20250517_111324.png(31.14 KB)
  - gobang_nfq_20250517_125632.csv(273.33 KB)
  - gobang_nfq_20250517_125632.png(34.49 KB)
environments
- __init__.py(36 B)
- __pycache__
  - __init__.cpython-310.pyc(174 B)
  - __init__.cpython-311.pyc(200 B)
  - __init__.cpython-39.pyc(172 B)
  - chess_env.cpython-310.pyc(30.52 KB)
  - chess_env.cpython-311.pyc(57.51 KB)
  - chess_env.cpython-39.pyc(31.03 KB)
  - chess_env_mdp.cpython-310.pyc(20.39 KB)
  - chess_env_mdp.cpython-311.pyc(39.08 KB)
  - chess_env_mdp.cpython-39.pyc(20.73 KB)
  - chess_env_mdp_v2.cpython-311.pyc(11.69 KB)
  - gobang_env.cpython-310.pyc(6.67 KB)
  - gobang_env.cpython-311.pyc(12.92 KB)
  - gobang_env.cpython-39.pyc(5.33 KB)
  - gobang_env_v2.cpython-310.pyc(6.71 KB)
  - gobang_env_v2.cpython-311.pyc(12.96 KB)
- chess_env_mdp.py(31.04 KB)
- gobang_env.py(9.47 KB)
test
- __init__.py(36 B)
- human_vs_ai.py(7.33 KB)
- human_vs_ai_v2.py(8.57 KB)
- test_chess.py(12.55 KB)
- test_chess_v2.py(11.65 KB)
train
- .ipynb_checkpoints
- __pycache__
  - dqn_trainer.cpython-311.pyc(10.51 KB)
  - dqn_trainer_v3.cpython-311.pyc(12.03 KB)
- chess_ddqn_trainer_v1.py(12.91 KB)
- chess_dqn_trainer_v4.py(19.44 KB)
- chess_nfq_trainer_v1.py(19.25 KB)
- gobang_ddqn_trainer_v1.py(20.22 KB)
- gobang_dqn_trainer_v1.py(20.38 KB)
- gobang_nfq_trainer_v1.py(18.64 KB)
visualization
- __init__.py(36 B)
- __pycache__
  - __init__.cpython-310.pyc(175 B)
  - __init__.cpython-311.pyc(201 B)
  - __init__.cpython-39.pyc(173 B)
  - chess_renderer.cpython-310.pyc(12.03 KB)
  - chess_renderer.cpython-311.pyc(23.19 KB)
  - chess_renderer.cpython-39.pyc(11.98 KB)
  - gobang_gui.cpython-311.pyc(21.48 KB)
  - gobang_gui.cpython-39.pyc(9.04 KB)
  - gobang_renderer.cpython-310.pyc(3.72 KB)
  - gobang_renderer.cpython-311.pyc(6.77 KB)
  - gobang_renderer.cpython-39.pyc(3.31 KB)
  - training_visualizer.cpython-311.pyc(7.04 KB)
- chess_renderer.py(17.43 KB)
- gobang_renderer.py(5.14 KB)

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