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 analytixon.com
If you did not already know | AnalytiXon
| | ai.googleblog.com
Scalable Deep Reinforcement Learning for Robotic Manipulation - Google Research Blog
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| | neptune.ai
10 Real-Life Applications of Reinforcement Learning
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| | Exploring RL applications: from self-driving cars and industry automation to NLP, finance, and robotics manipulation.
| | www.mlpowered.com
Reinforcement Learning from scratch ยท mlpowered
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| | neuralnetworksanddeeplearning.com
Neural networks and deep learning
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| [AI summary] The text provides an in-depth explanation of the backpropagation algorithm in neural networks. It starts by discussing the concept of how small changes in weights propagate through the network to affect the final cost, leading to the derivation of the partial derivatives required for gradient descent. The explanation includes a heuristic argument based on tracking the perturbation of weights through the network, resulting in a chain of partial derivatives. The text also touches on the historical context of how backpropagation was discovered, emphasizing the process of simplifying complex proofs and the role of using weighted inputs (z-values) as intermediate variables to streamline the derivation. Finally, it concludes with a citation and licens...