Elvis Nava
3 papers · 2022–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
reinforcement learning
(1)
zero-shot learning
(1)
gradient-based optimization
(1)
markov chain monte carlo
(1)
gaussian process
(1)
bayesian optimization
(1)
thompson sampling
(1)
determinantal point process
(1)
regret bound
(1)
neural network surrogate
(1)
reward model
(1)
vision-language model
(1)
differentiable simulation
(1)
batch sampling
(1)
finite element method
(1)
natural language prompt
(1)
fluid-structure interaction
(1)
immersed boundary method
(1)
Papers
Vision-Language Models are Zero-Shot Reward Models for Reinforcement Learning
ICLR 2024
Diversified Sampling for Batched Bayesian Optimization with Determinantal Point Processes
AISTATS 2022
Fast Aquatic Swimmer Optimization with Differentiable Projective Dynamics and Neural Network Hydrodynamic Models
ICML 2022