文件名称：DeepMind-Advanced-Deep-Learning-and-Reinforcement-Learning-master
文件大小：52.78MB
文件格式：ZIP
更新时间：2022-01-24 18:12:10
deepmind 深度学习 强化学习
deepmind 与ucl合作课程。包括深度神经网络的机器学习和利用强化学习进行预测和控制。
【文件预览】：
DeepMind-Advanced-Deep-Learning-and-Reinforcement-Learning-master
----README.md(6KB)
----lecture slides()
--------rl_03 Markov Decision Processes and Dynamic Programming.pdf(1.1MB)
--------dl_01 Introduction to Machine Learning Based AI.pdf(7.39MB)
--------rl_06 Policy Gradients and Actor Critics.pdf(677KB)
--------rl_05 Function Approximation and Deep Reinforcement Learning.pdf(1.81MB)
--------dl_07 Attention and Memory in Deep Learning.pdf(3.88MB)
--------rl_01 Introduction to Reinforcement Learning.pdf(2.02MB)
--------rl_04 Model-Free Prediction and Control.pdf(1.28MB)
--------rl_08 Advanced Topics in Deep RL.pdf(691KB)
--------dl_08 Unsupervised learning and generative models.pdf(24.44MB)
--------dl_03 Neural Networks Foundations.pdf(2.36MB)
--------dl_05 Optimization for Machine Learning.pdf(3.01MB)
--------dl_02 Introduction to TensorFlow.pdf(1.05MB)
--------rl_02 Exploration and Exploitation.pdf(860KB)
--------dl_04 Beyond Image Recognition, End-to-End Learning, Embeddings.pdf(5.01MB)
--------dl_06 Deep Learning for NLP.pdf(3.54MB)
--------rl_07 Planning and Models.pdf(1.92MB)