Kleio Capital Management LLC

Kleio Capital Management is, at its core, a hedge fund that uses an innovative three-pronged approach to provide investors with consistently high returns. We use a multi-agent reinforcement learning framework to optimally place limit orders that lead to successful trades, stereoscopic portfolio optimization for asset rebalancing, and a deep convolutional fuzzy system model with fast training using a proprietary model for stock index prediction. Our methodology has the following advantages: it’s fast, highly interpretable and flexible. Market simulators have outperformed traditional buy and hold investing, HFT and momentum investing approaches. Our IT infrastructure makes use of partnerships with BrainChip, IBM, Ayasdi and Zayo to incorporate neuromorphic hardware on the frontier of AI acceleration research, dark fiber network technology, topological data analysis and hybrid cloud security services.

所属行业

投资管理

规模

2-10 人

总部

San Fransisco，CA

类型

合营企业

创立

2019

领域

Algorithmic Trading、Portfolio Optimization、Adversarial Neural Networks、Multi-Agent Reinforcement Learning和Topological Data Analysis