C2Tutor: Helping People Learn to Avoid Present Bias During Decision Making. - Calarina Muslimani; Saba Gul; Matthew E. Taylor; Carrie Demmans Epp; Christabel Wayllace (AIED, 2023)

Reinforcement Teaching. - Calarina Muslimani; Alex Lewandowski; Dale Schuurmans; Matthew E. Taylor; Jun Luo 009 (Trans. Mach. Learn. Res., 2023)

Leveraging Sub-Optimal Data for Human-in-the-Loop Reinforcement Learning. - Calarina Muslimani; Matthew E. Taylor (ICLR, 2025)

Boosting Robustness in Preference-Based Reinforcement Learning with Dynamic Sparsity. - Calarina Muslimani; Bram Grooten; Deepak Ranganatha Sastry Mamillapalli; Mykola Pechenizkiy; Decebal Constantin Mocanu; Matthew E. Taylor (AAMAS, 2025)

Towards Improving Reward Design in RL: A Reward Alignment Metric for RL Practitioners. - Calarina Muslimani; Kerrick Johnstonbaugh; Suyog Chandramouli; Serena Booth; W. Bradley Knox; Matthew E. Taylor (CoRR, 2025)