Discovery of Optimal Solution Horizons in Non-Stationary Markov Decision Processes with Unbounded Rewards. - Grigory Neustroev; Mathijs de Weerdt; Remco A. Verzijlbergh (ICAPS, 2019)

Generalized Optimistic Q-Learning with Provable Efficiency. - Grigory Neustroev; Mathijs Michiel de Weerdt (AAMAS, 2020)

Deep Reinforcement Learning for Active Wake Control. - Grigory Neustroev; Sytze P. E. Andringa; Remco A. Verzijlbergh; Mathijs Michiel de Weerdt (AAMAS, 2022)

Generalized Models of Sequential Decision-Making under Uncertainty. - Grigory Neustroev (2022)

Neural Continuous-Time Supermartingale Certificates. - Grigory Neustroev; Mirco Giacobbe; Anna Lukina (AAAI, 2025)