Searching for High-Value Molecules Using Reinforcement Learning and Transformers. - Raj Ghugare; Santiago Miret; Adriana Hugessen; Mariano Phielipp; Glen Berseth (ICLR, 2024)

Simplifying Constraint Inference with Inverse Reinforcement Learning. - Adriana Hugessen; Harley Wiltzer; Glen Berseth (NeurIPS, 2024)

Surprise-Adaptive Intrinsic Motivation for Unsupervised Reinforcement Learning. - Adriana Hugessen; Roger Creus Castanyer; Faisal Mohamed; Glen Berseth (RLJ, 2024)

Self-Predictive Representations for Combinatorial Generalization in Behavioral Cloning. - Daniel Lawson; Adriana Hugessen; Charlotte Cloutier; Glen Berseth; Khimya Khetarpal (CoRR, 2025)