Pierre-Alexandre Kamienny
6 papers · 2021–2023 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
🐣
Hot Topic Early Bird
👑
Triple Crown
Venues
Top co-authors
Research topics
Keywords
symbolic regression
(3)
genetic programming
(2)
function approximation
(2)
prior knowledge
(1)
mutual information
(1)
skill discovery
(1)
sequence prediction
(1)
monte carlo tree search
(1)
deep learning model
(1)
sparse reward
(1)
deep deterministic policy gradient
(1)
mathematical expression
(1)
neural model
(1)
state coverage
(1)
neural network
(1)
goal reaching
(1)
expression generation
(1)
neural symbolic regression
(1)
analytical expression
(1)
neural mutation model
(1)
Papers
Controllable Neural Symbolic Regression
ICML 2023
Deep Generative Symbolic Regression with Monte-Carlo-Tree-Search
ICML 2023
Deep symbolic regression for recurrence prediction
ICML 2022
Direct then Diffuse: Incremental Unsupervised Skill Discovery for State Covering and Goal Reaching
ICLR 2022
End-to-end Symbolic Regression with Transformers
NeurIPS 2022
FACMAC: Factored Multi-Agent Centralised Policy Gradients
NeurIPS 2021