A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.
Faster algorithms for solving multichain MDPs under average-reward criterion.
This paper solves steady-state planning for multichain MDPs.
IDA makes DFMM's asset tradeable, enhancing cross-chain finance efficiency.
Study optimality in safety-constrained Markov decision processes using asynchronous value iteration and modified Q-learning.
A new approach uses circuit topology to study complex polymer interactions.
The paper proposes a machine learning framework for detecting DeFi fraud across multiple blockchain chains.
A new algorithm improves sampling for graph learning models.
Optimizes learning policies in MDPs with weakly communicating structure.