Attention-Based Experience Replay in Deep Q-Learning. - Mirza Ramicic; Andrea Bonarini (ICMLC, 2017)

Towards learning agents with personality traits: Modeling Openness to Experience. - Mirza Ramicic; Andrea Bonarini (Cogn. Syst. Res., 2019)

Augmented Replay Memory in Reinforcement Learning With Continuous Control. - Mirza Ramicic; Andrea Bonarini (CoRR, 2019)

Perception as behaviour inducing mechanism: a reinforcement learning perspective. - Mirza Ramicic (2019)

Adaptation of learning agents through artificial perception. - Mirza Ramicic; Andrea Bonarini (Adapt. Behav., 2020)

Correlation minimizing replay memory in temporal-difference reinforcement learning. - Mirza Ramicic; Andrea Bonarini (Neurocomputing, 2020)

Selective Perception as a Mechanism to Adapt Agents to the Environment: An Evolutionary Approach. - Mirza Ramicic; Andrea Bonarini (IEEE Trans. Cogn. Dev. Syst., 2020)

Informed Sampling of Prioritized Experience Replay. - Mirza Ramicic; Václav Smídl; Andrea Bonarini (ICDL, 2022)

Augmented Memory Replay in Reinforcement Learning With Continuous Control. - Mirza Ramicic; Andrea Bonarini (IEEE Trans. Cogn. Dev. Syst., 2022)

Uncertainty maximization in partially observable domains: A cognitive perspective. - Mirza Ramicic; Andrea Bonarini (Neural Networks, 2023)