siqili's Blog 要多想

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经验分享

2018-12-31 Mon. 2018年的小事经验分享年终总结
2018-09-12 Wed. 组装电脑经验分享经验分享电脑组装经验分享硬件
2018-04-16 Mon. 【转载】Git 学习笔记经验分享 Git
2018-04-16 Mon. 【转载】PEP8 命名风格学习经验分享 Python PEP8

深度学习

2018-04-16 Mon. 【转载】一个对优化算法等价于滑动平均的思考深度学习 optimization

统计基础

强化学习

2021-10-18 Mon. Review of Causal model in RL 强化学习 Cuasal-RL Review
2021-03-11 Thu. Review of Causal RL 强化学习 Cuasal-RL Review
2021-03-04 Thu. Review of Distributional RL 强化学习 Distributional-RL Review
2019-03-21 Thu. trust region policy optimization 阅读笔记强化学习 Policy-Gradient Algorithm
2019-03-01 Fri. A Comparative Analysis of Expected and Distributional Reinforcement Learning 阅读笔记强化学习 Distributional-RL 强化学习理论 AAAI2019
2019-01-12 Sat. Implicit Quantile Networks for Distributional Reinforcement Learning 阅读笔记（二）强化学习 Distributional-RL DQN quantile-regression
2019-01-03 Thu. Implicit Quantile Networks for Distributional Reinforcement Learning 阅读笔记（一）强化学习 Distributional-RL DQN quantile-regression
2018-12-29 Sat. More Robust Doubly Robust Off-policy Evaluation 阅读笔记强化学习强化学习理论 off-policy-evaluation robust
2018-12-06 Thu. A Unifide View of Entropy-Regularized Markov Decision Processes 阅读笔记强化学习 NIPS2018 强化学习理论收敛性
2018-09-08 Sat. Universal Planning Networks 阅读笔记强化学习 ICML2018 状态抽象
2018-09-06 Thu. Lipschitz Continuity in Model-based Reinforcement Learning 阅读笔记强化学习 ICML2018 强化学习理论 model-based Lipschitz

Courses

2021-01-03 Sun. Notes of Causal Inference-3 Courses Notes, Causal Inference
2021-01-03 Sun. Notes of Causal Inference-2 Courses Notes, Causal Inference
2021-01-02 Sat. Notes of Causal Inference-1 Courses Notes, Causal Inference
2020-11-26 Thu. Notes of CS598 Courses Notes, CS598

Content

经验分享 (4)
深度学习 (1)
统计基础 (5)
强化学习 (11)
Courses (4)