Thanh Vinh Vo
7 papers · 2018–2025 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(16)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Artificial Intelligence
(4)
Reinforcement Learning
(3)
Core AI
(3)
Methods
(3)
Machine Learning
(2)
Applications
(2)
Bayesian & Probabilistic · Artificial Intelligence
(2)
Learning Paradigms
(2)
Optimization & Theory
(2)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core Methods
(1)
Probability
(1)
Reasoning
(1)
Keywords
reward shaping
(3)
causal effect
(3)
random fourier feature
(2)
federated learning
(2)
bayesian inference
(1)
maximum likelihood
(1)
gaussian process
(1)
representer theorem
(1)
distribution matching
(1)
point process
(1)
exploration exploitation
(1)
continuous control
(1)
likelihood estimation
(1)
kernel density estimation
(1)
variational estimation
(1)
sparse reward
(1)
heterogeneous treatment effect
(1)
latent confounder
(1)
potential outcome
(1)
intensity estimation
(1)
Papers
Catching Two Birds with One Stone: Reward Shaping with Dual Random Networks for Balancing Exploration and Exploitation
ICML 2025
Highly Efficient Self-Adaptive Reward Shaping for Reinforcement Learning
ICLR 2025
Reward Shaping for Reinforcement Learning with An Assistant Reward Agent
ICML 2024
An Adaptive Kernel Approach to Federated Learning of Heterogeneous Causal Effects
NeurIPS 2022
Bayesian federated estimation of causal effects from observational data
UAI 2022
Causal Modeling with Stochastic Confounders
AISTATS 2021
Z-Transforms and its Inference on Partially Observable Point Processes
IJCAI 2018