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[ ] PyTorch 1.x Reinforcement Learning Cookbook - Over 60 recipes to design, develop, and deploy self-learning AI models using Python

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  • 文件大小:34MB
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文件列表

  1. ~Get Your Files Here !/PyTorch 1.x Reinforcement Learning Cookbook.mobi 17MB
  2. ~Get Your Files Here !/PyTorch 1.x Reinforcement Learning Cookbook.epub 9MB
  3. ~Get Your Files Here !/PyTorch 1.x Reinforcement Learning Cookbook.pdf 8MB
  4. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter02/chapter2/solve_coin_flipping_gamble.py 7KB
  5. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter07/chapter7/double_dqn_pong.py 6KB
  6. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter07/chapter7/cnn_dqn_pong.py 6KB
  7. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter07/chapter7/double_dqn.py 5KB
  8. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter07/chapter7/double_dqn_cartpole.py 5KB
  9. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter07/chapter7/dueling_dqn.py 5KB
  10. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter09/flappy_bird.py 5KB
  11. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter03/chapter3/on_policy_mc_control.py 5KB
  12. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter08/chapter8/reinforce_baseline.py 5KB
  13. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter08/chapter8/actor_critic_mountaincar.py 5KB
  14. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter07/chapter7/dqn_replay.py 5KB
  15. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter08/chapter8/actor_critic_cliffwalking.py 5KB
  16. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/README.md 4KB
  17. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter08/chapter8/actor_critic.py 4KB
  18. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter03/chapter3/off_policy_mc_control.py 4KB
  19. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter07/chapter7/dqn.py 4KB
  20. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter04/chapter4/windy_gridworld.py 4KB
  21. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter08/chapter8/reinforce.py 3KB
  22. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter02/chapter2/value_iteration.py 3KB
  23. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter09/dqn.py 3KB
  24. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter03/chapter3/on_policy_mc_control_epsilon_greedy.py 3KB
  25. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter03/chapter3/off_policy_mc_control_weighted_importance_sampling.py 3KB
  26. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter02/chapter2/policy_evaluation.py 3KB
  27. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter04/chapter4/taxi_sarsa.py 3KB
  28. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter01/chapter1/hill_climbing_policy.py 3KB
  29. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter08/chapter8/cross_entropy.py 3KB
  30. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter02/chapter2/policy_iteration.py 3KB
  31. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter06/chapter6/linear_estimator.py 3KB
  32. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter04/chapter4/double_q_learning.py 3KB
  33. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter04/chapter4/taxi_q_learning.py 2KB
  34. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter06/chapter6/q_learning_fa_nn_experience_replay.py 2KB
  35. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter06/chapter6/nn_estimator.py 2KB
  36. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter06/chapter6/q_learning_fa_experience_replay.py 2KB
  37. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter03/chapter3/mc_policy_evaluation.py 2KB
  38. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter01/chapter1/random_search_policy.py 2KB
  39. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter04/chapter4/sarsa.py 2KB
  40. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter04/chapter4/q_learning.py 2KB
  41. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter05/chapter5/thompson_sampling.py 2KB
  42. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter06/chapter6/sarsa_fa.py 2KB
  43. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter06/chapter6/cartpole_fa.py 2KB
  44. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter06/chapter6/q_learning_fa.py 2KB
  45. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter09/train.py 2KB
  46. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter05/chapter5/ad_contextual_multi_armed.py 2KB
  47. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter05/chapter5/multi_armed_bandit.py 2KB
  48. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter01/chapter1/policy_gradient.py 2KB
  49. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter05/chapter5/epsilon_greedy.py 2KB
  50. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter05/chapter5/softmax_exploration.py 2KB
  51. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter02/chapter2/simulate_frozenlake.py 2KB
  52. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter05/chapter5/ucb.py 1KB
  53. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter05/chapter5/ad_multi_armed.py 1KB
  54. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter03/chapter3/calculate_pi_monte_carlo.py 1KB
  55. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter09/utils.py 1KB
  56. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter02/chapter2/create_markov_chain.py 1KB
  57. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter09/test.py 1KB
  58. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter02/chapter2/create_markov_decision_process.py 1KB
  59. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/LICENSE 1KB
  60. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter01/chapter1/simulating_cartpole.py 917B
  61. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter04/chapter4/simulate_cliffwalking.py 893B
  62. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter01/chapter1/reviewing_pytorch.py 824B
  63. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter01/chapter1/simulating_atari.py 606B
  64. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter08/chapter8/mountain_car.py 546B
  65. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter06/chapter6/mountain_car.py 435B
  66. ~Get Your Files Here !/Bonus Resources.txt 386B
  67. ~Get Your Files Here !/PyTorch-1.x-Reinforcement-Learning-Cookbook-master/Chapter01/chapter1/installing_openai_gym.py 221B
  68. Get Bonus Downloads Here.url 182B