Overview
Softmax policy improvement, with particular attention to robustness and failure modes.
The work also investigates causal transformers, policy mirror descent, and temporal-difference evaluation in context.
My role
I lead this project within QRS. Associated research outputs carry their own author lists.
Current scope
Active research, as recorded in the QRS project registry reviewed on 10 October 2026.
Public resources
Source and status
This description is grounded in the QRSNTU project registry and its generated public project page, reviewed on 10 October 2026. Project status and paper status are separate; related publication records retain their own visibility and metadata.
Associated research
The QRS research registry associates the following public research records with this project. These references are kept separate from this website’s curated publication catalog.
- PolicyAttention: Robustness and Failure Modes of Softmax Policy Improvement — NeurIPS 2026 EvoRobust, 2026.
- PolicyAttention: When Softmax Attention Becomes Policy Improvement — NeurIPS 2026 PTA, 2026.