Autonomous CRM Control via CLV Approximation with Deep Reinforcement Learning in Discrete and Continuous Action Space. - Yegor Tkachenko (CoRR, 2015)

Customer Simulation for Direct Marketing Experiments. - Yegor Tkachenko; Mykel J. Kochenderfer; Krzysztof Kluza (DSAA, 2016)

Scaling up Ranking under Constraints for Live Recommendations by Replacing Optimization with Prediction. - Yegor Tkachenko; Wassim Dhaouadi; Kamel Jedidi (CoRR, 2022)

Machine Learning Algorithms for Efficient Acquisition and Ethical Use of Personal Information in Decision Making. - Yegor Tkachenko (2022)

Position: Enforced Amnesia as a Way to Mitigate the Potential Risk of Silent Suffering in the Conscious AI. - Yegor Tkachenko (ICML, 2024)