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Results tagged with neural-networks
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user 11429
For questions about artificial networks, such as MLPs, CNNs, RNNs, LSTM, and GRU networks, their variants or any other AI system components that qualify as a neural networks in that they are, in part, inspired by biological neural networks.
11
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What size of neural networks can be trained on current consumer grade GPUs? (1060,1070,1080)
Is it possible to give a rule of thumb estimate about the size of neural networks that are trainable on common consumer-grade GPUs?
For example, the Emergence of Locomotion (Reinforcement) paper train …
- 305
3
votes
1
answer
194
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Why are neural networks always trained "by themselves"?
In the current rush of artificial intelligence research, fueled by NN, independent of the paper I choose, the NN are always trained by themselves. Sure, there are architectures that combine CNN and RN …
- 305
3
votes
1
answer
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What are good action outputs for reinforcement learning agents acting in a trading environment?
I am trying to build an agent that trades commodities in a exchange setting. What are good ways to map the action output to real world actions? If the last layer is a tanh activation function, outputs …
- 305
1
vote
0
answers
305
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Learning algorithm that filters keyboard clicking in audio feeds
When recording audio for screencasts or similar, very often the keyboard is clearly visible and can start to annoy listeners after a while.
NN are quiet good at recognizing patterns. Image classific …
- 305
1
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0
answers
279
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Training RL agent on timeseries trading data with Continous Deep Q or NAF
I am writing an MDP based agent that is supposed to learn to place bids and asks in a trading environment. The system requests 2 values (mWh energy and $, both being positive or negative).
Every time …
- 305