Cecilia S.

Last seen: 1 month ago | Active since 2021

Question

Why does rlQValueRepresentation always add a Regression Output (RepresentationLoss) layer to the end of the network?
I have noticed that if I create a critic using rlQValueRepresentation it includes a Regression Output (named RepresentationLoss)...

2 years ago | 0 answers | 0

answers

Question

Could I learn from past data INCLUDING actions? Could I make vector with actions to be used in a certain order?
If I have a complete set of past data (observations) and a list of the actions taken by some agent (or human), could I update my...

2 years ago | 1 answer | 1

answer

Question

I believe the RL environment template creator has an error in the reset function but I'm not sure
when using rlCreateEnvTemplate("MyEnvironment") to create a custom template I came across this line in the reset function: % Li...

2 years ago | 1 answer | 0

answer

Question

What exactly is Episode Q0? What information is it giving?
Reading documentation I find that "For agents with a critic, Episode Q0 is the estimate of the discounted long-term reward at th...

2 years ago | 1 answer | 0

answer

Question

Resume training of a DQN agent. How to avoid Epsilon from being reset to max value?
When I want to resume training of an agent, I simply load it and set the "resetexperiencebuffer" option to false, but this does ...

2 years ago | 1 answer | 0

answer

Question

Reinforcement Learning Toolbox: Episode Q0 stopped predicting after a few thousand simulations. DQN Agent.
Q0 values were pretty ok until episode 2360, it's not stuck, just increasing very very slowly I'm using the default generated D...

2 years ago | 0 answers | 0

answers

Thankful Level 2