Christian Ellis

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Markov Decision Processes

Reinforcement Learning

Partially Observable Environments

Top Venues

Publications

Cyrus Neary, Christian Ellis, Aryaman Singh Samyal, Craig Lennon, Ufuk Topcu
A Multifidelity Sim-to-Real Pipeline for Verifiable and Compositional Reinforcement Learning. ICRA (2024)
Christian Ellis, Maggie B. Wigness, Lance Fiondella
A Mapping of Assurance Techniques for Learning Enabled Autonomous Systems to the Systems Engineering Lifecycle. CoRR (2023)
Franck Djeumou, Christian Ellis, Murat Cubuktepe, Craig Lennon, Ufuk Topcu
Task-guided IRL in POMDPs that scales. Artif. Intell. 317 (2023)
Cyrus Neary, Christian Ellis, Aryaman Singh Samyal, Craig Lennon, Ufuk Topcu
A Multifidelity Sim-to-Real Pipeline for Verifiable and Compositional Reinforcement Learning. CoRR (2023)
Franck Djeumou, Christian Ellis, Murat Cubuktepe, Craig Lennon, Ufuk Topcu
Task-Guided IRL in POMDPs that Scales. CoRR (2023)
Christian Ellis, Maggie B. Wigness, Lance Fiondella
A Mapping of Assurance Techniques for Learning Enabled Autonomous Systems to the Systems Engineering Lifecycle. ICAA (2022)
Christian Ellis, Maggie B. Wigness, John Rogers, Craig Lennon, Lance Fiondella
Risk Averse Bayesian Reward Learning for Autonomous Navigation from Human Demonstration. IROS (2021)
Christian Ellis, Maggie B. Wigness, John G. Rogers III, Craig Lennon, Lance Fiondella
Risk Averse Bayesian Reward Learning for Autonomous Navigation from Human Demonstration. CoRR (2021)