| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/001.Welcome/001. Why should you care.mp4 |
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| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/001.Welcome/001. Why should you care.srt |
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| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/001.Welcome/002. Reinforcement learning vs all.mp4 |
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| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/001.Welcome/002. Reinforcement learning vs all.srt |
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| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/002.Reinforcement Learning/003. Multi-armed bandit.mp4 |
17.9 MB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/002.Reinforcement Learning/003. Multi-armed bandit.srt |
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| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/002.Reinforcement Learning/004. Decision process & applications.mp4 |
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| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/002.Reinforcement Learning/004. Decision process & applications.srt |
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| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/003.Black box optimization/005. Markov Decision Process.mp4 |
18 MB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/003.Black box optimization/005. Markov Decision Process.srt |
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| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/003.Black box optimization/006. Crossentropy method.mp4 |
36 MB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/003.Black box optimization/006. Crossentropy method.srt |
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| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/003.Black box optimization/007. Approximate crossentropy method.mp4 |
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| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/003.Black box optimization/007. Approximate crossentropy method.srt |
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| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/003.Black box optimization/008. More on approximate crossentropy method.mp4 |
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| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/003.Black box optimization/008. More on approximate crossentropy method.srt |
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| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/004.All the cool stuff that isn't in the base track/009. Evolution strategies core idea.mp4 |
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| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/004.All the cool stuff that isn't in the base track/009. Evolution strategies core idea.srt |
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| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/004.All the cool stuff that isn't in the base track/010. Evolution strategies math problems.mp4 |
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| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/004.All the cool stuff that isn't in the base track/010. Evolution strategies math problems.srt |
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| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/004.All the cool stuff that isn't in the base track/011. Evolution strategies log-derivative trick.mp4 |
27.8 MB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/004.All the cool stuff that isn't in the base track/011. Evolution strategies log-derivative trick.srt |
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| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/004.All the cool stuff that isn't in the base track/012. Evolution strategies duct tape.mp4 |
21.2 MB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/004.All the cool stuff that isn't in the base track/012. Evolution strategies duct tape.srt |
10 KB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/004.All the cool stuff that isn't in the base track/013. Blackbox optimization drawbacks.mp4 |
15.2 MB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/004.All the cool stuff that isn't in the base track/013. Blackbox optimization drawbacks.srt |
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| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/005.Striving for reward/014. Reward design.mp4 |
49.7 MB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/005.Striving for reward/014. Reward design.srt |
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| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/006.Bellman equations/015. State and Action Value Functions.mp4 |
37.3 MB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/006.Bellman equations/015. State and Action Value Functions.srt |
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| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/006.Bellman equations/016. Measuring Policy Optimality.mp4 |
18.1 MB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/006.Bellman equations/016. Measuring Policy Optimality.srt |
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| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/007.Generalized Policy Iteration/017. Policy evaluation & improvement.mp4 |
31.9 MB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/007.Generalized Policy Iteration/017. Policy evaluation & improvement.srt |
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| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/007.Generalized Policy Iteration/018. Policy and value iteration.mp4 |
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| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/007.Generalized Policy Iteration/018. Policy and value iteration.srt |
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| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/008.Model-free learning/019. Model-based vs model-free.mp4 |
28.8 MB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/008.Model-free learning/019. Model-based vs model-free.srt |
14 KB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/008.Model-free learning/020. Monte-Carlo & Temporal Difference; Q-learning.mp4 |
30.1 MB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/008.Model-free learning/020. Monte-Carlo & Temporal Difference; Q-learning.srt |
15 KB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/008.Model-free learning/021. Exploration vs Exploitation.mp4 |
28.2 MB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/008.Model-free learning/021. Exploration vs Exploitation.srt |
14 KB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/008.Model-free learning/022. Footnote Monte-Carlo vs Temporal Difference.mp4 |
10.3 MB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/008.Model-free learning/022. Footnote Monte-Carlo vs Temporal Difference.srt |
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| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/009.On-policy vs off-policy/023. Accounting for exploration. Expected Value SARSA..mp4 |
37.7 MB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/009.On-policy vs off-policy/023. Accounting for exploration. Expected Value SARSA..srt |
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| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/010.Experience Replay/024. On-policy vs off-policy; Experience replay.mp4 |
26.7 MB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/010.Experience Replay/024. On-policy vs off-policy; Experience replay.srt |
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| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/011.Limitations of Tabular Methods/025. Supervised & Reinforcement Learning.mp4 |
50.6 MB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/011.Limitations of Tabular Methods/025. Supervised & Reinforcement Learning.srt |
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| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/011.Limitations of Tabular Methods/026. Loss functions in value based RL.mp4 |
33.8 MB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/011.Limitations of Tabular Methods/026. Loss functions in value based RL.srt |
15 KB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/011.Limitations of Tabular Methods/027. Difficulties with Approximate Methods.mp4 |
47 MB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/011.Limitations of Tabular Methods/027. Difficulties with Approximate Methods.srt |
22 KB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/012.Case Study Deep Q-Network/028. DQN bird's eye view.mp4 |
27.8 MB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/012.Case Study Deep Q-Network/028. DQN bird's eye view.srt |
11 KB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/012.Case Study Deep Q-Network/029. DQN the internals.mp4 |
29.6 MB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/012.Case Study Deep Q-Network/029. DQN the internals.srt |
12 KB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/013.Honor/030. DQN statistical issues.mp4 |
19.2 MB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/013.Honor/030. DQN statistical issues.srt |
9 KB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/013.Honor/031. Double Q-learning.mp4 |
20.5 MB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/013.Honor/031. Double Q-learning.srt |
9 KB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/013.Honor/032. More DQN tricks.mp4 |
33.9 MB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/013.Honor/032. More DQN tricks.srt |
16 KB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/013.Honor/033. Partial observability.mp4 |
57.2 MB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/013.Honor/033. Partial observability.srt |
28 KB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/014.Policy-based RL vs Value-based RL/034. Intuition.mp4 |
34.9 MB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/014.Policy-based RL vs Value-based RL/034. Intuition.srt |
16 KB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/014.Policy-based RL vs Value-based RL/035. All Kinds of Policies.mp4 |
16 MB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/014.Policy-based RL vs Value-based RL/035. All Kinds of Policies.srt |
7 KB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/014.Policy-based RL vs Value-based RL/036. Policy gradient formalism.mp4 |
31.6 MB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/014.Policy-based RL vs Value-based RL/036. Policy gradient formalism.srt |
13 KB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/014.Policy-based RL vs Value-based RL/037. The log-derivative trick.mp4 |
13.3 MB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/014.Policy-based RL vs Value-based RL/037. The log-derivative trick.srt |
6 KB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/015.REINFORCE/038. REINFORCE.mp4 |
31.4 MB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/015.REINFORCE/038. REINFORCE.srt |
14 KB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/016.Actor-critic/039. Advantage actor-critic.mp4 |
24.6 MB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/016.Actor-critic/039. Advantage actor-critic.srt |
12 KB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/016.Actor-critic/040. Duct tape zone.mp4 |
17.5 MB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/016.Actor-critic/040. Duct tape zone.srt |
8 KB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/016.Actor-critic/041. Policy-based vs Value-based.mp4 |
16.8 MB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/016.Actor-critic/041. Policy-based vs Value-based.srt |
7 KB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/016.Actor-critic/042. Case study A3C.mp4 |
26.1 MB |
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11 KB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/016.Actor-critic/043. A3C case study (2 2).mp4 |
15 MB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/016.Actor-critic/043. A3C case study (2 2).srt |
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| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/016.Actor-critic/044. Combining supervised & reinforcement learning.mp4 |
24 MB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/016.Actor-critic/044. Combining supervised & reinforcement learning.srt |
12 KB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/017.Measuting exploration/045. Recap bandits.mp4 |
24.7 MB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/017.Measuting exploration/045. Recap bandits.srt |
12 KB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/017.Measuting exploration/046. Regret measuring the quality of exploration.mp4 |
21.3 MB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/017.Measuting exploration/046. Regret measuring the quality of exploration.srt |
10 KB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/017.Measuting exploration/047. The message just repeats. 'Regret, Regret, Regret.'.mp4 |
18.4 MB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/017.Measuting exploration/047. The message just repeats. 'Regret, Regret, Regret.'.srt |
9 KB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/018.Uncertainty-based exploration/048. Intuitive explanation.mp4 |
22.3 MB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/018.Uncertainty-based exploration/048. Intuitive explanation.srt |
11 KB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/018.Uncertainty-based exploration/049. Thompson Sampling.mp4 |
17.1 MB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/018.Uncertainty-based exploration/049. Thompson Sampling.srt |
8 KB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/018.Uncertainty-based exploration/050. Optimism in face of uncertainty.mp4 |
16.5 MB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/018.Uncertainty-based exploration/050. Optimism in face of uncertainty.srt |
8 KB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/018.Uncertainty-based exploration/051. UCB-1.mp4 |
22.2 MB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/018.Uncertainty-based exploration/051. UCB-1.srt |
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| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/018.Uncertainty-based exploration/052. Bayesian UCB.mp4 |
40.8 MB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/018.Uncertainty-based exploration/052. Bayesian UCB.srt |
19 KB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/019.Planning with Monte Carlo Tree Search/053. Introduction to planning.mp4 |
51.6 MB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/019.Planning with Monte Carlo Tree Search/053. Introduction to planning.srt |
25 KB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/019.Planning with Monte Carlo Tree Search/054. Monte Carlo Tree Search.mp4 |
30.9 MB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/019.Planning with Monte Carlo Tree Search/054. Monte Carlo Tree Search.srt |
15 KB |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/[FreeCoursesOnline.Me].url |
133 B |
| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/[FreeTutorials.Us].url |
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| [FreeCoursesOnline.Me] Coursera - Practical Reinforcement Learning/[FTU Forum].url |
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