3 papers
cs.LG2026
Adaptive Multi-Horizon Reinforcement Learning
Manoosh Samiei, Doina Precup, Paul Masset
Effective decision-making in complex and changing environments requires balancing short-term and long-term consequences. In reinforcement learning (RL), this trade-off is typically…
q-bio.NC2025
Implicit Generative Modeling by Kernel Similarity Matching
Shubham Choudhary, Paul Masset, Demba Ba
Understanding how the brain encodes stimuli has been a fundamental problem in computational neuroscience. Insights into this problem have led to the design and development of artif…
stat.ML2023
Loss Dynamics of Temporal Difference Reinforcement Learning
Blake Bordelon, Paul Masset, Henry Kuo +1
Reinforcement learning has been successful across several applications in which agents have to learn to act in environments with sparse feedback. However, despite this empirical su…