Thomas Spooner
4 papers · 2020–2022 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(17)
🐣
Hot Topic Early Bird
🌈
Renaissance Researcher
(5)
Venues
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Research topics
Machine Learning
(4)
Learning Types · Machine Learning
(3)
Artificial Intelligence
(2)
Reinforcement Learning
(2)
Core AI
(2)
Methods
(2)
Optimization & Theory
(2)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Applications
(1)
Architectures
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Keywords
nash equilibrium
(2)
robust optimization
(1)
multi-task learning
(1)
game theory
(1)
policy gradient
(1)
fact verification
(1)
markov decision process
(1)
variance reduction
(1)
market making
(1)
consensus optimization
(1)
learning to learn
(1)
multi-objective optimization
(1)
zero-sum game
(1)
graph attention network
(1)
multiplicative weights update
(1)
adversarial reinforcement learning
(1)
risk-averse behaviour
(1)
evidence extraction
(1)
veracity prediction
(1)
fact extraction
(1)
Papers
Consensus Multiplicative Weights Update: Learning to Learn using Projector-based Game Signatures
ICML 2022
Factored Policy Gradients: Leveraging Structure for Efficient Learning in MOMDPs
NeurIPS 2021
Graph Reasoning with Context-Aware Linearization for Interpretable Fact Extraction and Verification
EMNLP 2021
Robust Market Making via Adversarial Reinforcement Learning
IJCAI 2020