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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 |
| 100 |
592.11KB |
| 101 |
926.58KB |
| 102 |
590.12KB |
| 103 |
231.65KB |
| 104 |
482.33KB |
| 105 |
651.76KB |
| 106 |
96.19KB |
| 107 |
186.15KB |
| 108 |
815.68KB |
| 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 |
| 62 |
223.27KB |
| 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 |