2 papers
q-fin.MF2022
Stock Trading Optimization through Model-based Reinforcement Learning with Resistance Support Relative Strength
Huifang Huang, Ting Gao, Yi Gui +2
Reinforcement learning (RL) is gaining attention by more and more researchers in quantitative finance as the agent-environment interaction framework is aligned with decision making…
cs.LG2020
Decentralized Deep Reinforcement Learning for Network Level Traffic Signal Control
Jin Guo
In this thesis, I propose a family of fully decentralized deep multi-agent reinforcement learning (MARL) algorithms to achieve high, real-time performance in network-level traffic…