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Questions tagged [dynamic-programming]

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Coding a Content Addressable Memory on a GPU

I´m trying to code a CAM or more simply a dictionary storing the pointer of the data accessible by a key. I try to do it with a GPU but all attempts have been inefficient compared on using System....
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1answer
21 views

Idenitity between TD(0) algorithm and Policy Evaluation in Dynamic Programming when alpha is equal to 1

TD(0) algorithm is defined as the iterative update of the following: $$ V(s) \leftarrow V(s) + \alpha({r + \gamma V(s')} - V(s) ) $$ Now, if we assume alpha to be equal to 1, we get the traditional ...
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Reducing the training time of an RL agent

I am trying to develop an rl agent using DQN algorithm.During training, the agent interacts with environment which is a simulated one.Each episode takes around 10 mins to run. This way if want my ...
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41 views

About the time differences in the Bellman equation

I am trying to grasp fundamental mathematics behind the Reinforcement Learning and so far I have unterstood how the Value Iteration and Policy algorithms do converge (contractions, etc.) I have still ...
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782 views

What is the difference between dynamic programming and Q-learning?

What is the difference between the DP-based algorithm and Q-learning?