Jean-Baptiste Lespiau
5 papers · 2019–2022 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(13)
🐣
Hot Topic Early Bird
👥
Mega-Team · Squad
Top co-authors
Research topics
Reinforcement Learning
(4)
Methods
(4)
Artificial Intelligence
(3)
Core AI
(3)
Machine Learning
(2)
Mathematics & Optimization
(2)
Optimization
(2)
Natural Language Processing
(1)
Applications · Reinforcement Learning
(1)
Applications · Natural Language Processing
(1)
Generation
(1)
Learning Types
(1)
Optimization & Theory
(1)
Keywords
zero-sum game
(3)
nash equilibrium
(3)
game theory
(3)
imperfect information
(2)
importance sampling
(1)
policy search
(1)
model-based reinforcement learning
(1)
off-policy learning
(1)
mirror descent
(1)
extensive-form game
(1)
counterfactual reasoning
(1)
structural causal model
(1)
knowledge-intensive task
(1)
sequential game
(1)
imperfect information game
(1)
follow the regularized leader
(1)
retrieval-augmented language model
(1)
mirror ascent
(1)
policy optimization
(1)
poincare recurrence
(1)
Papers
Improving Language Models by Retrieving from Trillions of Tokens
ICML 2022
From Poincaré Recurrence to Convergence in Imperfect Information Games: Finding Equilibrium via Regularization
ICML 2021
Fast computation of Nash Equilibria in Imperfect Information Games
ICML 2020
Computing Approximate Equilibria in Sequential Adversarial Games by Exploitability Descent
IJCAI 2019
Woulda, Coulda, Shoulda: Counterfactually-Guided Policy Search
ICLR 2019