Mark Crowley
7 papers · 2013–2023 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (18) π£ Hot Topic Early Bird
π
Conference Pioneer
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Research topics
Keywords
multi-agent reinforcement learning
(2)
risk management
(1)
variational inference
(1)
knowledge transfer
(1)
convergence analysis
(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)
symmetric positive definite matrix
(1)
stochastic game
(1)
heterogeneous agent
(1)
causal representation learning
(1)
cholesky decomposition
(1)
variational 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