3 papers
cs.AI2025
Toward Virtuous Reinforcement Learning: A Critique and Roadmap
Majid Ghasemi, Mark Crowley
This paper critiques common patterns in machine ethics for Reinforcement Learning (RL) and argues for a virtue focused alternative. We highlight two recurring limitations in much o…
cs.CV2025
View Invariant Learning for Vision-Language Navigation in Continuous Environments
Josh Qixuan Sun, Huaiyuan Weng, Xiaoying Xing +2
Vision-Language Navigation in Continuous Environments (VLNCE), where an agent follows instructions and moves freely to reach a destination, is a key research problem in embodied AI…
cs.LG2024
Implicit Causal Representation Learning via Switchable Mechanisms
Shayan Shirahmad Gale Bagi, Zahra Gharaee, Oliver Schulte +1
Learning causal representations from observational and interventional data in the absence of known ground-truth graph structures necessitates implicit latent causal representation…