Igor Halperin
Orcid: 0000-0002-6585-7879
According to our database1,
Igor Halperin authored at least 14 papers
between 2017 and 2026.
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Bibliography
2026
Marketron games: Self-propelling stocks vs dumb money and metastable dynamics of the good, bad and ugly markets.
Commun. Nonlinear Sci. Numer. Simul., 2026
2025
Semantic Faithfulness and Entropy Production Measures to Tame Your LLM Demons and Manage Hallucinations.
CoRR, December, 2025
Topic Identification in LLM Input-Output Pairs through the Lens of Information Bottleneck.
CoRR, September, 2025
Prompt-Response Semantic Divergence Metrics for Faithfulness Hallucination and Misalignment Detection in Large Language Models.
CoRR, August, 2025
2024
Distributional offline continuous-time reinforcement learning with neural physics-informed PDEs (SciPhy RL for DOCTR-L).
Neural Comput. Appl., 2024
CoRR, 2024
2023
2022
Combining Reinforcement Learning and Inverse Reinforcement Learning for Asset Allocation Recommendations.
CoRR, 2022
2020
Non-Equilibrium Skewness, Market Crises, and Option Pricing: Non-Linear Langevin Model of Markets with Supersymmetry.
CoRR, 2020
CoRR, 2020
2018
Market Self-Learning of Signals, Impact and Optimal Trading: Invisible Hand Inference with Free Energy.
CoRR, 2018
The QLBS Q-Learner Goes NuQLear: Fitted Q Iteration, Inverse RL, and Option Portfolios.
CoRR, 2018
2017