83 citations · 98 across the 3 of their papers we have counts for
3 papers
cs.AI2019★ 13 cited
Model-based Reinforcement Learning for Predictions and Control for Limit Order Books
Haoran Wei, Yuanbo Wang, Lidia Mangu +1
We build a profitable electronic trading agent with Reinforcement Learning that places buy and sell orders in the stock market. An environment model is built only with historical o…
cs.MA2019★ 2 cited
Decentralized Multi-Agent Actor-Critic with Generative Inference
Kevin Corder, Manuel M. Vindiola, Keith Decker
Recent multi-agent actor-critic methods have utilized centralized training with decentralized execution to address the non-stationarity of co-adapting agents. This training paradig…
cs.AI2013★ 83 cited
Selecting Uncertainty Calculi and Granularity: An Experiment in Trading-Off Precision and Complexity
Piero P. Bonissone, Keith S. Decker
The management of uncertainty in expert systems has usually been left to ad hoc representations and rules of combinations lacking either a sound theory or clear semantics. The obje…