PPO-TA: Adaptive task allocation via Proximal Policy Optimization for spatio-temporal crowdsourcing

Reinforcement Learning: An Introduction

Richard S. Sutton, Andy Barto · IEEE Transactions on Neural Networks · 1998 · 27.1K citations

Computing, Behavioral Sciences, Computer Science +12

Diagnosing Non-Intermittent Anomalies in Reinforcement Learning Policy Executions (Short Paper)

arXiv (Cornell University) · 2017 · 11.3K citations · Full text

Computing, Computer Science, Algorithms +16

Markov Decision Processes: Discrete Stochastic Dynamic Programming.

Kasra Hazeghi, Martin L. Puterman · Journal of the American Statistical Association · 1995 · 8.5K citations

Business, Decision Sciences, Mathematics +14

Mobile crowdsensing: current state and future challenges

Raghu Ganti, Fan Ye, Hui Lei · IEEE Communications Magazine · 2011 · 2K citations

Computing, Information Technology, Internet Of Things +14

A Private and Efficient Mechanism for Data Uploading in Smart Cyber-Physical Systems

Zhipeng Cai, Xu Zheng · IEEE Transactions on Network Science and Engineering · 2018 · 555 citations

Computing, Computer Science, Computer Security +9