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I'm getting a "invalid type "ResourceVariable" must be a string or Tensor." on the rL compile function when trying to train a DQM with Keras

Troubleshooting the Invalid Type Resource Variable Must Be a String or Tensor Error in Keras During DQN Training When working with deep reinforcement learning R

3 min read 22-09-2024 73
I'm getting a "invalid type "ResourceVariable" must be a string or Tensor." on the rL compile function when trying to train a DQM with Keras
I'm getting a "invalid type "ResourceVariable" must be a string or Tensor." on the rL compile function when trying to train a DQM with Keras

Why my program is crashing when executing loss.backward()?

Understanding the Crash Why is Your Program Failing on loss backward If you re working with neural networks in frameworks like Py Torch you may have encountered

2 min read 21-09-2024 48
Why my program is crashing when executing loss.backward()?
Why my program is crashing when executing loss.backward()?

Deep Q learning or deep Reinforcement learning :take action but state stay always same

Deep Q Learning for SAT Problems Navigating the Static State Challenge Deep Q learning DQN is a powerful tool for tackling complex problems and its application

2 min read 01-09-2024 37
Deep Q learning or deep Reinforcement learning :take action but state stay always same
Deep Q learning or deep Reinforcement learning :take action but state stay always same

I have no idea why DQN is making only 0 for q_values.argmax().item()

Debugging Q values argmax item 0 in a DQN Agent A Step by Step Guide This article explores the common issue of a Deep Q Network DQN agent consistently outputtin

3 min read 28-08-2024 73
I have no idea why DQN is making only 0 for q_values.argmax().item()
I have no idea why DQN is making only 0 for q_values.argmax().item()