Peter Werner
4 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
Top co-authors
Research topics
Keywords
continuous control
(2)
value decomposition
(2)
sim-to-real transfer
(1)
convex optimization
(1)
trajectory optimization
(1)
robot manipulation
(1)
collision avoidance
(1)
gpu computing
(1)
model-based control
(1)
actor-critic method
(1)
convex set
(1)
deep q-learning
(1)
configuration space
(1)
autonomous racing
(1)
discrete action space
(1)
action discretization
(1)
action space discretization
(1)
adaptive control resolution
(1)
multi-agent racing
(1)
self-play reinforcement learning
(1)
Papers
Superfast Configuration-Space Convex Set Computation on GPUs for Online Motion Planning
RSS 2025
Growing Q-networks: Solving continuous control tasks with adaptive control resolution
L4DC 2024
Dynamic Multi-Team Racing: Competitive Driving on 1/10-th Scale Vehicles via Learning in Simulation
CoRL 2023
Solving Continuous Control via Q-learning
ICLR 2023