Andrew Silva
9 papers · 2020–2025 · 8 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Academic Marathon (5) π Conference Polyglot (8) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (21)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π₯
Unstoppable
(6)
Conferences
AISTATS (2)
AAAI (1)
CORL (1)
EACL (1)
ICLR (1)
NAACL (1)
NIPS (1)
RSS (1)
Top co-authors
Keywords
reinforcement learning
(3)
interpretable policy
(2)
imitation learning
(2)
policy gradient
(2)
semi-supervised learning
(1)
online learning
(1)
autonomous driving
(1)
continuous control
(1)
apprenticeship learning
(1)
scheduling optimization
(1)
domain knowledge
(1)
learning from demonstration
(1)
deep neural network
(1)
decision tree
(1)
personalized model
(1)
influence function
(1)
policy extraction
(1)
conversational agent
(1)
language generation
(1)
word embedding
(1)
Papers
ReGen: Generative Robot Simulation via Inverse Design
ICLR 2025
Dreaming to Assist: Learning to Align with Human Objectives for Shared Control in High-Speed Racing
CORL 2024
FedPerC: Federated Learning for Language Generation with Personal and Context Preference Embeddings
EACL 2023
Learning Interpretable, High-Performing Policies for Autonomous Driving
RSS 2022
Cross-Loss Influence Functions to Explain Deep Network Representations
AISTATS 2022
Encoding Human Domain Knowledge to Warm Start Reinforcement Learning
AAAI 2021
Towards a Comprehensive Understanding and Accurate Evaluation of Societal Biases in Pre-Trained Transformers
NAACL 2021
Optimization Methods for Interpretable Differentiable Decision Trees Applied to Reinforcement Learning
AISTATS 2020
Interpretable and Personalized Apprenticeship Scheduling: Learning Interpretable Scheduling Policies from Heterogeneous User Demonstrations
NIPS 2020