Peter Seiler
5 papers · 2017–2023 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (4) π Academic Marathon (6) π Renaissance Researcher (6) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(12)
π§
Keyword Pioneer
π
Conference Pioneer
Conferences
L4DC (2)
AAAI (1)
COLT (1)
NIPS (1)
Top co-authors
Keywords
robust control
(2)
reinforcement learning
(1)
policy optimization
(1)
bayesian inference
(1)
policy gradient
(1)
sample complexity
(1)
policy learning
(1)
gaussian process
(1)
system identification
(1)
reward function
(1)
derivative-free optimization
(1)
convergence rate
(1)
recurrent neural network
(1)
frequency domain
(1)
integral quadratic constraint
(1)
stability guarantee
(1)
controller synthesis
(1)
h-infinity control
(1)
linear matrix inequality
(1)
control synthesis
(1)
Papers
Complexity of Derivative-Free Policy Optimization for Structured $\mathcal{H}_\infty$ Control
NIPS 2023
Frequency Domain Gaussian Process Models for $H^β$ Uncertainties
L4DC 2023
Recurrent Neural Network Controllers Synthesis with Stability Guarantees for Partially Observed Systems
AAAI 2022
Tractable Reinforcement Learning of Signal Temporal Logic Objectives
L4DC 2020
A Unified Analysis of Stochastic Optimization Methods Using Jump System Theory and Quadratic Constraints
COLT 2017