Alexandre Laterre
6 papers · 2019–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird
👥
Mega-Team · Squad
Venues
Top co-authors
Research topics
Keywords
reinforcement learning
(3)
combinatorial optimization
(2)
policy optimization
(1)
game theory
(1)
expectation maximization
(1)
program synthesis
(1)
neural network optimization
(1)
branch and bound
(1)
sequential monte carlo
(1)
model-based reinforcement learning
(1)
monte carlo tree search
(1)
tree search
(1)
expectation maximisation
(1)
travelling salesman problem
(1)
policy adaptation
(1)
mixed integer linear programming
(1)
monte carlo method
(1)
combinatorial problem
(1)
vehicle routing problem
(1)
common-pool resource
(1)
Papers
Jumanji: a Diverse Suite of Scalable Reinforcement Learning Environments in JAX
ICLR 2024
SPO: Sequential Monte Carlo Policy Optimisation
NeurIPS 2024
Combinatorial Optimization with Policy Adaptation using Latent Space Search
NeurIPS 2023
Reinforcement Learning for Branch-and-Bound Optimisation Using Retrospective Trajectories
AAAI 2023
A game-theoretic analysis of networked system control for common-pool resource management using multi-agent reinforcement learning
NeurIPS 2020
Learning Compositional Neural Programs with Recursive Tree Search and Planning
NeurIPS 2019