增强学习Reinforcement Learning

Notes of Reinforcement Learning

2018-08-05  本文已影响29人  海街diary

ICML-2018 Seminar Notes

There is a productive and meaningful seminar in LAMDA Group. I am so honored to attend and benefit from this seminar. It is worth recording notes about some papers.

2018-08-04

Network Model of Abstraction and Reconstruction Attack Results

2018-08-03

Universal Planning Network(UPN) Comparison between Semantic Images and Non-Semantic Images

2018-08-02

Clipped Distribution

2018-08-01

Seed Sampling Laten Policy Control

2018-07-31

Illustration of "Natural" vs. "Adversarial" decision boundaries Correct Solution to Time-limited State Illustration of Loss Region

2018-07-30

Algorithm of Networked Actor-Critic

2018-07-27

《Min&Match-Agent Curricula for Reinforcement Learning》

Scheme of Min&Match

2018-07-24

《Self-Imitation Learning》

Algorithm of Self-Imitation Learning

《Ray-A Distributed Framework for Emerging AI Applications》

Ray

《Katyusha X: Practical Momentum Method for Stochastic Sum-of-Nonconvex Optimization》

KatyushaX

2018-07-23

《QMIX: Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning》

Architecture of QMIX

《Competitive Multi-agent Inverse Reinforcement Learning with Sub-optimal Demonstrations》

Optimization Objective of IRL
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