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arXiv research

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.

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1 result for “Minimax-DQN”

A Theoretical Analysis of Deep Q-Learningcs.LG

Theoretical analysis of DQN and its variants.

problem Understanding the theoretical foundations of deep Q-learning.

method Theoretical analysis of DQN and Minimax-DQN algorithms under mild assumptions.

result Established rates of convergence for action-value functions and provided justifications for DQN techniques.

Deep Q-Learning Theoretical Analysis DQN Experience Replay Minimax-DQN

2019-01-01abs ↗pdf ↗