Laurent Orseau
17 papers · 2015–2024 · 6 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (30) 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird
🏆
Grand Slam
🧬
Topic Evolution
🏆
Keyword Champion
(5)
🚀
Conference Pioneer
💎
Century Club · Bronze
🗃️
Keyword Collector
(87)
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Artificial Intelligence
(11)
Machine Learning
(11)
Core AI
(9)
Mathematics & Optimization
(6)
Learning Types · Machine Learning
(6)
Optimization & Theory
(6)
Optimization
(5)
Reinforcement Learning
(4)
Methods
(4)
Deep Learning
(3)
Bayesian & Probabilistic
(2)
Learning Paradigms
(2)
Learning Types · Deep Learning
(1)
Mathematics
(1)
Models
(1)
Keywords
tree search
(5)
neural network
(5)
reward function
(2)
inverse reinforcement learning
(2)
heuristic search
(2)
reinforcement learning
(2)
online learning
(2)
neural network training
(1)
bayesian inference
(1)
neural network pruning
(1)
convex optimization
(1)
policy gradient
(1)
graph theory
(1)
curriculum learning
(1)
path planning
(1)
lottery ticket hypothesis
(1)
language modeling
(1)
in-context learning
(1)
graph representation
(1)
policy optimization
(1)
Papers
Finding Increasingly Large Extremal Graphs with AlphaZero and Tabu Search
IJCAI 2024
Language Modeling Is Compression
ICLR 2024
Learning Universal Predictors
ICML 2024
Levin Tree Search with Context Models
IJCAI 2023
Memory-Based Meta-Learning on Non-Stationary Distributions
ICML 2023
Proving Theorems using Incremental Learning and Hindsight Experience Replay
ICML 2022
Policy-Guided Heuristic Search with Guarantees
AAAI 2021
Avoiding Side Effects By Considering Future Tasks
NeurIPS 2020
Logarithmic Pruning is All You Need
NeurIPS 2020
Pitfalls of Learning a Reward Function Online
IJCAI 2020
An Investigation of Model-Free Planning
ICML 2019
Iterative Budgeted Exponential Search
IJCAI 2019
Single-Agent Policy Tree Search With Guarantees
NeurIPS 2018
On Thompson Sampling and Asymptotic Optimality
IJCAI 2017
Reinforcement Learning with a Corrupted Reward Channel
IJCAI 2017
Soft-Bayes: Prod for Mixtures of Experts with Log-Loss
ALT 2017
Online Learning of k-CNF Boolean Functions
IJCAI 2015