Samuel Holt
12 papers · 2023–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Cross-Pollinator (14) π Interdisciplinary Bridge π§ Keyword Pioneer π Renaissance Researcher (7)
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Renaissance Researcher
(7)
π€
Dynamic Duo
(10)
π
Triple Crown
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Century Club
(12)
π
Trend Setter
β‘
Prolific Year
(6)
Conferences
NIPS (4)
ICLR (3)
ICML (3)
AISTATS (1)
RSS (1)
Top co-authors
Keywords
large language model
(3)
model predictive control
(2)
dynamical system
(2)
preference optimization
(1)
reinforcement learning from human feedback
(1)
robot learning
(1)
model-based reinforcement learning
(1)
offline learning
(1)
exponential loss
(1)
logistic loss
(1)
loss function
(1)
policy training
(1)
continuous-time reinforcement learning
(1)
interpretable model
(1)
evolutionary algorithm
(1)
digital twin
(1)
physics simulation
(1)
hybrid modeling
(1)
convex loss function
(1)
algorithm discovery
(1)
Papers
EvoControl: Multi-Frequency Bi-Level Control for High-Frequency Continuous Control
ICML 2025
Demonstrating MuJoCo Playground
RSS 2025
G-Sim: Generative Simulations with Large Language Models and Gradient-Free Calibration
ICML 2025
Data-Driven Discovery of Dynamical Systems in Pharmacology using Large Language Models
NIPS 2024
ODE Discovery for Longitudinal Heterogeneous Treatment Effects Inference
ICLR 2024
Dense Reward for Free in Reinforcement Learning from Human Feedback
ICML 2024
L2MAC: Large Language Model Automatic Computer for Extensive Code Generation
ICLR 2024
Automatically Learning Hybrid Digital Twins of Dynamical Systems
NIPS 2024
Discovering Preference Optimization Algorithms with and for Large Language Models
NIPS 2024
Active Observing in Continuous-time Control
NIPS 2023
Deep Generative Symbolic Regression
ICLR 2023
Neural Laplace Control for Continuous-time Delayed Systems
AISTATS 2023