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z96nb^`v**hxdc=6t(3w~gGtqYDUAark^VsvDaZ=Q3djJ+0LTEy0LTEy0LTEy0LTEy z0LTEy0LTEy0LTEy0LTEy0LTEy0LTEy0LTEy0LTEy0LTEy0LTEy0LTEy0LZ|<4Fksx G2mT8?Wxx^u literal 0 HcmV?d00001 From 2374dea4570483381b023a0375db266177a673ae Mon Sep 17 00:00:00 2001 From: Thomas Simonini Date: Wed, 1 Jun 2022 19:15:17 +0200 Subject: [PATCH 2/6] Update quiz1.md --- unit2/quiz1.md | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/unit2/quiz1.md b/unit2/quiz1.md index 2075759..abe899b 100644 --- a/unit2/quiz1.md +++ b/unit2/quiz1.md @@ -91,9 +91,8 @@ There are two types of methods to learn a policy or a value function: πŸ“– If you don't remember, check πŸ‘‰ https://huggingface.co/blog/deep-rl-q-part1#monte-carlo-learning-at-the-end-of-the-episode - --- -Congrats on **finishing this Quiz** πŸ₯³, if you missed some elements, take time to [read again the chapter](https://huggingface.co/blog/deep-rl-q-part1) to reinforce (😏) your knowledge. +Congrats on **finishing this Quiz** πŸ₯³, if you missed some elements, take time to [read the chapter again](https://huggingface.co/blog/deep-rl-q-part1) to reinforce (😏) your knowledge. **Keep Learning, Stay Awesome** From 21717b3c09b6aef14bb665d43e355cc16e8a417d Mon Sep 17 00:00:00 2001 From: Thomas Simonini Date: Wed, 1 Jun 2022 19:15:25 +0200 Subject: [PATCH 3/6] Create quiz2.md --- unit2/quiz2.md | 81 ++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 81 insertions(+) create mode 100644 unit2/quiz2.md diff --git a/unit2/quiz2.md b/unit2/quiz2.md new file mode 100644 index 0000000..ed2678c --- /dev/null +++ b/unit2/quiz2.md @@ -0,0 +1,81 @@ +# Knowledge Check βœ”οΈ + +The best way to learn and [avoid the illusion of competence](https://fr.coursera.org/lecture/learning-how-to-learn/illusions-of-competence-BuFzf) **is to test yourself.** This will help you to find **where you need to reinforce your knowledge**. + +πŸ“ Take a piece of paper and try to answer by writing, **then check the solutions**. + +### Q1: What is Q-Learning? + +
+Solution + +Q-Learning is **the algorithm we use to train our Q-Function**, an action-value function that determines the value of being at a particular state and taking a specific action at that state. + +πŸ“– If you don't remember, check πŸ‘‰ https://huggingface.co/blog/deep-rl-q-part2#what-is-q-learning +
+ +### Q2: What is a Q-Table? + +
+Solution + + Q-table is the "internal memory" of our agent where each cell corresponds to a state-action value pair value. Think of this Q-table as the memory or cheat sheet of our Q-function. + + +πŸ“– If you don't remember, check πŸ‘‰ https://huggingface.co/blog/deep-rl-q-part2#what-is-q-learning +
+ +### Q3: Why if we have an optimal Q-function Q* we have an optimal policy? + +
+Solution + +Because if we have an optimal Q-function, we have an optimal policy since we know for each state what is the best action to take. + +link value policy + +πŸ“– If you don't remember, check πŸ‘‰ https://huggingface.co/blog/deep-rl-q-part2#what-is-q-learning +
+ +### Q4: Can you explain what is Epsilon-Greedy Strategy? + +
+Solution +Epsilon Greedy Strategy is a **policy that handles the exploration/exploitation trade-off**. + +The idea is that we define epsilon Ι› = 1.0: + +- With *probability 1 β€” Ι›* : we do exploitation (aka our agent selects the action with the highest state-action pair value). +- With *probability Ι›* : we do exploration (trying random action). + +Epsilon Greedy + +πŸ“– If you don't remember, check πŸ‘‰ https://huggingface.co/blog/deep-rl-q-part2#the-q-learning-algorithm + +
+ +### Q5: How do we update the Q value of a state, action pair? +Q Update exercise + +
+Solution + Q Update exercise + πŸ“– If you don't remember, check πŸ‘‰ https://huggingface.co/blog/deep-rl-q-part2#the-q-learning-algorithm +
+ +### Q6: What's the difference between on-policy and off-policy + +
+Solution + On/off policy + πŸ“– If you don't remember, check πŸ‘‰ https://huggingface.co/blog/deep-rl-q-part2#off-policy-vs-on-policy +
+ + +--- + +Congrats on **finishing this Quiz** πŸ₯³, if you missed some elements, take time to [read the chapter again](https://huggingface.co/blog/deep-rl-q-part2) to reinforce (😏) your knowledge. + +**Keep Learning, Stay Awesome** + + From 610b42e68179f35e4d9d5c36511da35e891b39dc Mon Sep 17 00:00:00 2001 From: Thomas Simonini Date: Wed, 1 Jun 2022 19:16:20 +0200 Subject: [PATCH 4/6] Update quiz2.md --- unit2/quiz2.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/unit2/quiz2.md b/unit2/quiz2.md index ed2678c..af45d32 100644 --- a/unit2/quiz2.md +++ b/unit2/quiz2.md @@ -55,11 +55,11 @@ The idea is that we define epsilon Ι› = 1.0: ### Q5: How do we update the Q value of a state, action pair? -Q Update exercise +Q Update exercise
Solution - Q Update exercise + Q Update exercise πŸ“– If you don't remember, check πŸ‘‰ https://huggingface.co/blog/deep-rl-q-part2#the-q-learning-algorithm
From 9ae31fe5e1edf397f7fa70ae1e9236716507ac52 Mon Sep 17 00:00:00 2001 From: Thomas Simonini Date: Wed, 1 Jun 2022 19:17:18 +0200 Subject: [PATCH 5/6] Update README.md --- unit2/README.md | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/unit2/README.md b/unit2/README.md index 4fc6892..73d410e 100644 --- a/unit2/README.md +++ b/unit2/README.md @@ -48,7 +48,9 @@ Are you new to Discord? Check our **discord 101 to get the best practices** πŸ‘‰ 5️⃣ πŸ“– **Read An [Introduction to Q-Learning Part 2](https://huggingface.co/blog/deep-rl-q-part2)**. -6️⃣ πŸ‘©β€πŸ’» Then dive on the hands-on, where **you’ll implement our first RL agent from scratch**, a Q-Learning agent, and will train it in two environments: +6️⃣ πŸ“ Take a piece of paper and **check your knowledge with this series of questions** ❔ πŸ‘‰ https://github.com/huggingface/deep-rl-class/blob/main/unit2/quiz1.md + +7️⃣ πŸ‘©β€πŸ’» Then dive on the hands-on, where **you’ll implement our first RL agent from scratch**, a Q-Learning agent, and will train it in two environments: 1. Frozen Lake v1 ❄️: where our agent will need toΒ **go from the starting state (S) to the goal state (G)**Β by walking only on frozen tiles (F) and avoiding holes (H). 2. An autonomous taxi πŸš•: where the agent will needΒ **to learn to navigate**Β a city toΒ **transport its passengers from point A to point B.** @@ -60,7 +62,7 @@ The leaderboard πŸ‘‰ https://huggingface.co/spaces/chrisjay/Deep-Reinforcement-L You can work directly **with the colab notebook, which allows you not to have to install everything on your machine (and it’s free)**. -7️⃣ The best way to learn **is to try things on your own**. That’s why we have a challenges section in the colab where we give you some ideas on how you can go further: using another environment, using another model etc. +8️⃣ The best way to learn **is to try things on your own**. That’s why we have a challenges section in the colab where we give you some ideas on how you can go further: using another environment, using another model etc. ## Additional readings πŸ“š - [Reinforcement Learning: An Introduction, Richard Sutton and Andrew G. Barto Chapter 5, 6 and 7](http://incompleteideas.net/book/RLbook2020.pdf) From bb39a8972d6b1388daccec65d96e7265000c833c Mon Sep 17 00:00:00 2001 From: Thomas Simonini Date: Wed, 1 Jun 2022 19:17:40 +0200 Subject: [PATCH 6/6] Update quiz 2 link --- unit2/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/unit2/README.md b/unit2/README.md index 73d410e..2f59224 100644 --- a/unit2/README.md +++ b/unit2/README.md @@ -48,7 +48,7 @@ Are you new to Discord? Check our **discord 101 to get the best practices** πŸ‘‰ 5️⃣ πŸ“– **Read An [Introduction to Q-Learning Part 2](https://huggingface.co/blog/deep-rl-q-part2)**. -6️⃣ πŸ“ Take a piece of paper and **check your knowledge with this series of questions** ❔ πŸ‘‰ https://github.com/huggingface/deep-rl-class/blob/main/unit2/quiz1.md +6️⃣ πŸ“ Take a piece of paper and **check your knowledge with this series of questions** ❔ πŸ‘‰ https://github.com/huggingface/deep-rl-class/blob/main/unit2/quiz2.md 7️⃣ πŸ‘©β€πŸ’» Then dive on the hands-on, where **you’ll implement our first RL agent from scratch**, a Q-Learning agent, and will train it in two environments: 1. Frozen Lake v1 ❄️: where our agent will need toΒ **go from the starting state (S) to the goal state (G)**Β by walking only on frozen tiles (F) and avoiding holes (H).