Mark Crowley
7 papers · 2013–2023 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π Conference Polyglot (5) π Academic Marathon (10) π Cross-Pollinator (13)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(17)
π§
Keyword Pioneer
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Trend Setter
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Conference Pioneer
Conferences
AAAI (2)
IJCAI (2)
ACML (1)
ICML (1)
JMLR (1)
Top co-authors
Keywords
multi-agent reinforcement learning
(2)
risk management
(1)
variational inference
(1)
knowledge transfer
(1)
pac learning
(1)
motion forecasting
(1)
out-of-distribution generalization
(1)
markov decision process
(1)
support vector regression
(1)
distribution shift
(1)
matrix manifold
(1)
quasi-newton method
(1)
portfolio optimization
(1)
stochastic game
(1)
heterogeneous agent
(1)
causal representation learning
(1)
cholesky decomposition
(1)
variational learning
(1)
mean field game
(1)
decentralized learning
(1)
Papers
Generative Causal Representation Learning for Out-of-Distribution Motion Forecasting
ICML 2023
Multi-Agent Advisor Q-Learning (Extended Abstract)
IJCAI 2023
Decentralized Mean Field Games
AAAI 2022
Vector Transport Free Riemannian LBFGS for Optimization on Symmetric Positive Definite Matrix Manifolds
ACML 2021
Artificial Counselor System for Stock Investment
AAAI 2019
PAC Optimal MDP Planning with Application to Invasive Species Management
JMLR 2015
Cyclic Causal Models with Discrete Variables: Markov Chain Equilibrium Semantics and Sample Ordering
IJCAI 2013