Online Course Support | Practical Reinforcement Learning

How can we speed up the DQN training process?

ByAdmin October 9, 2021October 9, 2021

Use a smaller model.

Do not use pooling.

Stack more layers.

Use stacked state and action as input.

Use smaller input.

Use upsampling.

Use strides.

Parallelize learning.

Stack 4 last states together.

Question 6

What are the possible ways to improve experience replay (buffer)?

1 point

Use smaller buffer (up to 1 thousand).

Sample whole sessions from an experience replay instead of single experience (S,A,R,S’) tuples.

Use larger buffer (up to 1 million).

Use samples more wisely – taking into account their contribution to the training process.

Add more statistics to it, such as gamma, current learning rate, current step/epoch.

Effective Business Presentations with Powerpoint | Online Course Support

Verbal communications are:

ByAdmin September 2, 2021September 2, 2021

5. Question 5 Verbal communications are: 1 point The physical tools used to express ideas The sounds and words that people use to express themselves The means…

Accounting Analysis I: The Role of Accounting as an Information System | Online Course Support

Which of the following is not true regarding the Statement of Cash Flows?

ByAdmin September 11, 2021September 11, 2021

3. Question 3 Which of the following is not true regarding the Statement of Cash Flows? 1 point Paying dividends to owners is considered a financing activity on the…

Entrepreneurship 2: Launching your Start-Up | Online Course Support

What percent of high growth startups have co-founders?

ByAdmin August 16, 2021August 16, 2021

3. Question 3 What percent of high growth startups have co-founders? 1 point 84% 54% 64% 74%

Data Warehouse Concepts, Design, and Data Integration | Online Course Support

How many measure(s) is/are in the cube?

ByAdmin August 10, 2021August 10, 2021

2. Question 2 How many measure(s) is/are in the cube? 1 point 3 5 4 2 1

Construction Cost Estimating and Cost Control | Online Course Support

Cost Variance = BCWP – ACWP

ByAdmin September 7, 2021September 7, 2021

5. Question 5 Cost Variance = BCWP – ACWP 1 / 1 point True False

Financial Accounting Fundamentals | Online Course Support

At the beginning of the month, the balance of the Loan Payable account was $25,000. At the end of the month, its balance was $40,000. Which of the following transactions could have occurred during the month?

ByAdmin September 21, 2021September 21, 2021

8. Question 8 At the beginning of the month, the balance of the Loan Payable account was $25,000. At the end of the month, its balance was $40,000. Which of…

Similar Posts