Aaron D. Ames
4 papers · 2021–2025 · 2 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(2)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(9)
Conferences
L4DC (3)
AAAI (1)
Top co-authors
Research topics
Keywords
bipedal locomotion
(2)
control barrier function
(2)
policy optimization
(1)
convex optimization
(1)
markov decision process
(1)
policy synthesis
(1)
conditional value at risk
(1)
safe learning
(1)
coherent risk measure
(1)
projection-to-state safety
(1)
dynamic walking
(1)
zero dynamics
(1)
model uncertainty learning
(1)
reinforcement learning
(1)
risk-sensitive decision making
(1)
episodic learning
(1)
Papers
Learning for Layered Safety-Critical Control with Predictive Control Barrier Functions
L4DC 2025
Neural Gaits: Learning Bipedal Locomotion via Control Barrier Functions and Zero Dynamics Policies
L4DC 2022
Constrained Risk-Averse Markov Decision Processes
AAAI 2021
Episodic Learning for Safe Bipedal Locomotion with Control Barrier Functions and Projection-to-State Safety
L4DC 2021