Damien Ernst
6 papers · 2005–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Ultra 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird
🌟
Keyword Trendsetter Combo
(3)
🧭
Keyword Pioneer
📈
Trend Setter
Top co-authors
Research topics
Keywords
stochastic optimization
(1)
multi-agent reinforcement learning
(1)
reinforcement learning
(1)
policy evaluation
(1)
off-policy evaluation
(1)
online learning
(1)
reinforcement learning theory
(1)
linear function approximator
(1)
state representation
(1)
batch reinforcement learning
(1)
off-policy learning
(1)
partial observability
(1)
expert advice
(1)
regret bound
(1)
optimistic algorithm
(1)
cooperative multi-agent system
(1)
agent state
(1)
policy extraction
(1)
control policy
(1)
centralized training decentralized execution
(1)
Papers
A Theoretical Justification for Asymmetric Actor-Critic Algorithms
ICML 2025
IMP-MARL: a Suite of Environments for Large-scale Infrastructure Management Planning via MARL
NeurIPS 2023
On Overfitting and Asymptotic Bias in Batch Reinforcement Learning with Partial Observability (Extended Abstract)
IJCAI 2020
Optimal Discovery with Probabilistic Expert Advice: Finite Time Analysis and Macroscopic Optimality
JMLR 2013
Model-Free Monte Carlo-like Policy Evaluation
AISTATS 2010
Tree-Based Batch Mode Reinforcement Learning
JMLR 2005