Torrent Info
Title Reinforcement Learning with Python Explained for Beginners
Category
Size 3.35GB

Files List
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[TGx]Downloaded from torrentgalaxy.to .txt 585B
0 441B
1 241.40KB
1.1 Reinforcement Learning Complete.pptx 5.18MB
1.1 Reinforcement Learning Introduction.pptx 116.93KB
1. Frozenlake 1.mp4 8.91MB
1. Frozenlake 1.srt 2.46KB
1. Introduction to Course and Instructor.mp4 18.92MB
1. Introduction to Course and Instructor.srt 5.47KB
1. Markov Property.mp4 20.48MB
1. Markov Property.srt 4.78KB
1. MDP Recap.mp4 11.53MB
1. MDP Recap.srt 2.46KB
1. MOR Quiz 1.mp4 18.03MB
1. MOR Quiz 1.srt 3.78KB
1. N Step Look a Head.mp4 21.90MB
1. N Step Look a Head.srt 3.65KB
1. Probability.mp4 23.78MB
1. Probability.srt 4.24KB
1. Running Average.mp4 31.89MB
1. Running Average.srt 5.84KB
1. Setup 1.mp4 16.64MB
1. Setup 1.srt 3.85KB
1. What does it mean that MDP is Unknown.mp4 11.77MB
1. What does it mean that MDP is Unknown.srt 3.47KB
1. What is Environment.mp4 21.83MB
1. What is Environment.srt 3.74KB
1. What is Reinforcement Learning.mp4 33.98MB
1. What is Reinforcement Learning.srt 11.46KB
10 1005.73KB
10.1 QLearning_MAPROVER.ipynb 6.81KB
10. Conditional Expectation.mp4 13.42MB
10. Conditional Expectation.srt 3.33KB
10. GridWorld Summary.mp4 27.11MB
10. GridWorld Summary.srt 6.90KB
10. Q-Learning Implementation for MAPROVER Clipped.mp4 119.77MB
10. Q-Learning Implementation for MAPROVER Clipped.srt 26.22KB
10. Summary.mp4 50.02MB
10. Summary.srt 10.27KB
10. Value Iteration Solution Activity Value Iteration Python.mp4 33.87MB
10. Value Iteration Solution Activity Value Iteration Python.srt 5.78KB
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101 926.58KB
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103 231.65KB
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107 186.15KB
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109 983.95KB
11 950.09KB
11. Activity.mp4 7.20MB
11. Activity.srt 851B
11. Modeling Uncertainity of Environment.mp4 29.06MB
11. Modeling Uncertainity of Environment.srt 4.95KB
11. Problems of Value Iteration.mp4 29.47MB
11. Problems of Value Iteration.srt 7.20KB
11. SARSA MAPRover Activity.mp4 5.56MB
11. SARSA MAPRover Activity.srt 643B
110 390.23KB
111 267.30KB
112 395.10KB
113 445.55KB
12 243.75KB
12. Modeling Uncertainity of Environment 2.mp4 23.20MB
12. Modeling Uncertainity of Environment 2.srt 4.45KB
12. Policy Evaluation.mp4 37.44MB
12. Policy Evaluation.srt 9.21KB
13 1022.25KB
13. Modeling Uncertainity of Environment 3.mp4 21.31MB
13. Modeling Uncertainity of Environment 3.srt 2.98KB
13. Policy Evaluation 2.mp4 24.68MB
13. Policy Evaluation 2.srt 5.58KB
14 149.64KB
14. Modeling Uncertainity of Environment Stochastic Policy.mp4 21.84MB
14. Modeling Uncertainity of Environment Stochastic Policy.srt 3.81KB
14. Policy Evaluation 3.mp4 29.09MB
14. Policy Evaluation 3.srt 5.76KB
15 867.23KB
15. Modeling Uncertainity of Environment Stochastic Policy 2.mp4 18.59MB
15. Modeling Uncertainity of Environment Stochastic Policy 2.srt 2.44KB
15. Policy Evaluation Closed Form Solution.mp4 18.22MB
15. Policy Evaluation Closed Form Solution.srt 5.03KB
16 914.45KB
16. Modeling Uncertainity of Environment Value Functions.mp4 49.07MB
16. Modeling Uncertainity of Environment Value Functions.srt 9.66KB
16. Policy Evaluation ClosedFormSolution Activity Policy Evaluation Python.mp4 18.64MB
16. Policy Evaluation ClosedFormSolution Activity Policy Evaluation Python.srt 4.14KB
17 449.95KB
17. Policy Iteration.mp4 34.86MB
17. Policy Iteration.srt 9.36KB
17. Running Averages.mp4 7.04MB
17. Running Averages.srt 1.70KB
18 930.51KB
18. Policy Iteration Activity Policy Iteration Python.mp4 14.10MB
18. Policy Iteration Activity Policy Iteration Python.srt 2.71KB
18. Running Averages 2.mp4 19.92MB
18. Running Averages 2.srt 5.63KB
19 357.45KB
19. Running Averages as Temporal Difference.mp4 20.99MB
19. Running Averages as Temporal Difference.srt 4.57KB
19. State Action Values.mp4 34.33MB
19. State Action Values.srt 8.66KB
2 857.39KB
2.1 FrozenLake-gym.ipynb 6.22KB
2. Formulation.mp4 23.57MB
2. Formulation.srt 4.44KB
2. Frozenlake Implementation.mp4 112.22MB
2. Frozenlake Implementation.srt 23.00KB
2. Learning Rate.mp4 46.11MB
2. Learning Rate.srt 7.96KB
2. Link to oneDrive and Github to get the Python Notebooks.html 1.04KB
2. MOR Quiz Solution 1.mp4 40.53MB
2. MOR Quiz Solution 1.srt 8.89KB
2. Probability 2.mp4 40.32MB
2. Probability 2.srt 6.09KB
2. Setup 2.mp4 30.44MB
2. Setup 2.srt 6.23KB
2. State Space.mp4 23.98MB
2. State Space.srt 4.59KB
2. Value Functions.mp4 24.33MB
2. Value Functions.srt 5.99KB
2. What is Environment_2.mp4 43.65MB
2. What is Environment_2.srt 6.43KB
2. What is Reinforcement Learning Hiders and Seekers by OpenAI.mp4 72.25MB
2. What is Reinforcement Learning Hiders and Seekers by OpenAI.srt 8.08KB
2. Why Transition Probabilities are Important.mp4 20.98MB
2. Why Transition Probabilities are Important.srt 3.79KB
20 825.26KB
20. Activity.mp4 7.82MB
20. Activity.srt 1.60KB
20. V and Q Comparisons.mp4 19.57MB
20. V and Q Comparisons.srt 6.39KB
21 484.36KB
22 693.72KB
23 709.96KB
24 451.94KB
25 572.57KB
26 292.84KB
27 888.94KB
28 498.99KB
29 147.58KB
3 770.40KB
3. Action Space.mp4 21.62MB
3. Action Space.srt 4.08KB
3. Activity TD Learning Rate Python.mp4 23.78MB
3. Activity TD Learning Rate Python.srt 5.59KB
3. Implementation Frozen Lake Numpy Activity.mp4 5.74MB
3. Implementation Frozen Lake Numpy Activity.srt 1.12KB
3. Model Based Solutions.mp4 20.17MB
3. Model Based Solutions.srt 5.09KB
3. MOR Quiz 2.mp4 17.35MB
3. MOR Quiz 2.srt 3.33KB
3. Optimal Value Function.mp4 26.84MB
3. Optimal Value Function.srt 5.53KB
3. Probability 3.mp4 30.47MB
3. Probability 3.srt 4.42KB
3. RL vs Other ML Frameworks.mp4 59.29MB
3. RL vs Other ML Frameworks.srt 10.68KB
3. Setup 3.mp4 51.78MB
3. Setup 3.srt 8.54KB
3. Values.mp4 15.29MB
3. Values.srt 3.29KB
3. What is Agent.mp4 38.31MB
3. What is Agent.srt 6.18KB
30 680.98KB
31 21.66KB
32 137.92KB
33 529.02KB
34 539.92KB
35 116.82KB
36 606.85KB
37 994.23KB
38 319.09KB
39 545.80KB
4 727.92KB
4. Conditional Probability.mp4 42.19MB
4. Conditional Probability.srt 6.56KB
4. Learning Equation.mp4 26.29MB
4. Learning Equation.srt 4.25KB
4. Model Free Solutions.mp4 16.92MB
4. Model Free Solutions.srt 2.88KB
4. MOR Quiz Solution 2.mp4 31.03MB
4. MOR Quiz Solution 2.srt 5.98KB
4. Optimal Policy.mp4 25.51MB
4. Optimal Policy.srt 6.49KB
4. Policy Comparison.mp4 46.15MB
4. Policy Comparison.srt 10.49KB
4. TD Eligibility Trace.mp4 19.41MB
4. TD Eligibility Trace.srt 4.08KB
4. THANK YOU.mp4 29.78MB
4. THANK YOU.srt 2.64KB
4. Transition Probabilities.mp4 21.47MB
4. Transition Probabilities.srt 4.35KB
4. What is State.mp4 36.13MB
4. What is State.srt 6.57KB
4. Why Reinforcement Learning.mp4 25.83MB
4. Why Reinforcement Learning.srt 4.73KB
40 573.73KB
41 225.84KB
42 276.71KB
43 543.98KB
44 933.32KB
45 956.73KB
46 958.25KB
47 80.07KB
48 427.17KB
49 511.33KB
5 920.11KB
5. Bellman Equation.mp4 30.69MB
5. Bellman Equation.srt 6.76KB
5. Conditional Probability Fun Example.mp4 36.71MB
5. Conditional Probability Fun Example.srt 6.71KB
5. Deterministic Environment.mp4 44.09MB
5. Deterministic Environment.srt 8.99KB
5. Examples of Reinforcement Learning.mp4 19.96MB
5. Examples of Reinforcement Learning.srt 6.06KB
5. Monte-Carlo Learning.mp4 25.63MB
5. Monte-Carlo Learning.srt 4.63KB
5. MOR Reward Scaling.mp4 31.41MB
5. MOR Reward Scaling.srt 6.33KB
5. Reward Function.mp4 25.49MB
5. Reward Function.srt 4.79KB
5. State Belongs to Environment and not to Agent.mp4 44.56MB
5. State Belongs to Environment and not to Agent.srt 5.94KB
5. TD Algorithm.mp4 29.73MB
5. TD Algorithm.srt 4.32KB
5. TD Q-Learning TD Lambda.mp4 32.47MB
5. TD Q-Learning TD Lambda.srt 6.43KB
50 910.52KB
51 160.69KB
52 728.38KB
53 174.53KB
54 382.53KB
55 503.46KB
56 518.23KB
57 331.07KB
58 681.25KB
59 15.46KB
6 932.40KB
6. Discount Factor.mp4 20.54MB
6. Discount Factor.srt 4.56KB
6. Exploration vs Exploitation.mp4 14.42MB
6. Exploration vs Exploitation.srt 2.78KB
6. Joint Probability.mp4 17.66MB
6. Joint Probability.srt 4.00KB
6. Limitations of Reinforcement Learning.mp4 53.06MB
6. Limitations of Reinforcement Learning.srt 10.25KB
6. Monte-Carlo Learning Example.mp4 59.10MB
6. Monte-Carlo Learning Example.srt 11.36KB
6. MOR Infinite Horizons.mp4 29.07MB
6. MOR Infinite Horizons.srt 8.22KB
6. Stochastic Environment.mp4 46.85MB
6. Stochastic Environment.srt 9.83KB
6. TD Q Learning TD Lambda TD(Lambda) MAPRover Activity.mp4 5.61MB
6. TD Q Learning TD Lambda TD(Lambda) MAPRover Activity.srt 1.08KB
6. Value Iteration.mp4 22.35MB
6. Value Iteration.srt 4.58KB
6. What is Action.mp4 33.48MB
6. What is Action.srt 6.37KB
60 196.53KB
61 220.72KB
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63 444.44KB
64 817.97KB
65 49.31KB
66 664.10KB
67 103.15KB
68 160.30KB
69 176.55KB
7 139.72KB
7. Epsilon Greedy Policy.mp4 16.27MB
7. Epsilon Greedy Policy.srt 3.51KB
7. Joint probability 2.mp4 18.88MB
7. Joint probability 2.srt 4.38KB
7. Monte-Carlo Learning Limitations.mp4 18.35MB
7. Monte-Carlo Learning Limitations.srt 3.47KB
7. MOR Quiz 3.mp4 14.86MB
7. MOR Quiz 3.srt 3.19KB
7. Request for Your Honest Review.mp4 28.92MB
7. Request for Your Honest Review.srt 2.52KB
7. Stochastic Environment 2.mp4 21.54MB
7. Stochastic Environment 2.srt 6.32KB
7. Summary.mp4 20.80MB
7. Summary.srt 4.95KB
7. Value Iteration Quiz.mp4 21.02MB
7. Value Iteration Quiz.srt 3.74KB
7. What is Reward.mp4 58.86MB
7. What is Reward.srt 11.84KB
70 393.99KB
71 471.39KB
72 545.25KB
73 708.29KB
74 998.82KB
75 13.62KB
76 17.94KB
77 201.94KB
78 473.27KB
79 535.57KB
8 964.93KB
8. Activity.mp4 6.62MB
8. Activity.srt 960B
8. Exercises.mp4 14.97MB
8. Exercises.srt 2.93KB
8. Goal.mp4 23.81MB
8. Goal.srt 4.21KB
8. Joint Probability 3.mp4 22.95MB
8. Joint Probability 3.srt 3.42KB
8. MOR Quiz Solution 3.mp4 37.56MB
8. MOR Quiz Solution 3.srt 5.88KB
8. SARSA.mp4 27.58MB
8. SARSA.srt 3.49KB
8. Stochastic Environment 3.mp4 48.76MB
8. Stochastic Environment 3.srt 12.68KB
8. Value Iteration Quiz Gamma Missing.mp4 9.36MB
8. Value Iteration Quiz Gamma Missing.srt 1.04KB
80 852.68KB
81 42.00KB
82 81.43KB
83 438.37KB
84 602.99KB
85 78.14KB
86 123.32KB
87 370.49KB
88 418.14KB
89 666.39KB
9 230.11KB
9. Expected Value.mp4 35.51MB
9. Expected Value.srt 7.64KB
9. Non Stationary Environment.mp4 59.09MB
9. Non Stationary Environment.srt 10.66KB
9. Policy.mp4 27.50MB
9. Policy.srt 5.26KB
9. Q-Learning.mp4 48.00MB
9. Q-Learning.srt 7.38KB
9. Value Iteration Solution.mp4 82.16MB
9. Value Iteration Solution.srt 12.11KB
90 794.48KB
91 989.92KB
92 352.63KB
93 667.82KB
94 77.03KB
95 371.28KB
96 744.63KB
97 730.22KB
98 28.05KB
99 142.54KB
TutsNode.com.txt 63B
Distribution statistics by country
United Kingdom (GB) 2
Australia (AU) 1
Switzerland (CH) 1
Hungary (HU) 1
Vietnam (VN) 1
India (IN) 1
Russia (RU) 1
Nepal (NP) 1
Turkey (TR) 1
China (CN) 1
Total 11
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