Artificial Intelligence Questions, Problems & Solutions : TransWikia.com ~ Page 6

What is the expectation of an empirical model in model based RL?

In the paper - "Action Elimination and Stopping Conditions for the Multi-Armed Bandit and Reinforcement Learning Problems", on page 1083, on the 6th line from the bottom,...

Asked on 11/04/2021 by ijuneja

1 answer

How can I change observation states' values in OpenAI gym's cartpole environment?

I am learning with the OpenAI gym's cart pole environment. I want to make the observation states discrete (with small stepsize) and for that purpose, I need to change two...

Asked on 08/24/2021 by Kashan

1 answer

Why can't we train neural networks in a peer-to-peer manner?

I have recently been exposed to the concept of decentralized applications,I know that neural networks require a lot of parallel computing infra for training. What are the technical difficulties...

Asked on 08/24/2021 by ram bharadwaj

1 answer

What does the term $|mathcal{A}(s)|$ mean in the $epsilon$-greedy policy?

I've been looking online for a while for a source that explains these computations but I can't find anywhere what does the $|A(s)|$ mean. I guess $A$ is...

Asked on 08/24/2021 by Metrician

1 answer

Do the order of the features ie channel matter for a 1d convolutional network?

Do the test dataset feature order and inference (real world) feature order have to be the same as the training dataset? For example, if features are in the order (a,c,b,e,d)...

Asked on 08/24/2021 by user289602

1 answer

What is convergence analysis, and why is it needed in reinforcement learning?

While reading a paper about Q-learning in network energy consumption, I came across the section on convergence analysis. Does anyone know what convergence analysis is, and why is convergence analysis...

Asked on 08/24/2021 by Daniel Koh

1 answer

Correct dimensionality of parameter vector for solving an MRP with linear function approximation?

I'm in the process of trying to learn more about RL by shadowing a course offered collaboratively by UCL and DeepMind that has been made available to the public. I'm...

Asked on 08/24/2021 by soitgoes

0 answer

How can I convert a simple CLI RPG to a compatible environment for training an RL agent via stable-baselines?

What would be the good choice of algorithm to use for character action selection in an RPG, implemented in Python?I had previously asked this question in the hopes of getting...

Asked on 08/24/2021 by SeunOsiko

0 answer

What is the amount of test data needed to evaluate a CNN?

I have an image dataset of about 400 images. 70% of these data points were used for training, 15% for validation, and 15% for testing. I am using the 70%...

Asked on 08/24/2021 by user38639

0 answer

What is the Turing test?

I'm looking for intuition in simple words but also some simple insights (I don't know if the latter is possible). Can anybody shed some light on the Turing test?...

Asked on 08/24/2021

2 answer

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