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Thank you for sharing your code.
Could you show me the difference between navie deep Q network and Deep Q network? Thanks
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Good thing I kept all my research work private, already deep q networks code stolen.
Feel free to contact me if needed in cloudsim scheduling and energy part, I have worked on reinforcement learnin…
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I am not sure how this example can work, and perhaps there should be a warning at the top mentioning the required dependencies:
https://keras.io/examples/rl/deep_q_network_breakout/
Using the `Vie…
cadop updated
9 months ago
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https://arxiv.org/abs/1512.01693
TMats updated
6 years ago
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Current design is the most basic architecture for deep RL. Followings are some improvements which can be made for Q-learning.
- [x] Experience Replay
- [x] Usage of 'Targent Network' (See deepmind…
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input:
state: past N days prices including OHLC, 5 MA, 10 MA, 20 MA, 50 MA and 200 MA (including position)
dollar amount
action: NA (no action), buy 1/3, buy 2/3, buy all, sell 1/3, sell 2/3, sel…
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when you run examples/rl/deep_q_network_breakout.py, you will find that the memory leak. even when the buff reach its max lenght (max_memory_length), memory still will increase.
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I am implementing Soft-Actor Critic (SAC) agent and need to evaluate q-value network inside my custom environment (for the implementation of a special algorithm, called Wolpertinger's algorithm, to ha…
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Hi,
I'm trying to save and load the model from this example: https://keras.io/examples/rl/deep_q_network_breakout/
Saving the model works. When I load the model I'm getting the following error:
`…