Jordi Grau-moya
12 papers · 2012–2024 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🗺️ Taxonomy Completionist (28) 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Silver
👑
Triple Crown
🏆
Keyword Champion
(3)
📈
Trend Setter
💎
Century Club · Bronze
🗃️
Keyword Collector
(73)
Top co-authors
Research topics
Machine Learning
(9)
Artificial Intelligence
(7)
Reinforcement Learning
(6)
Core AI
(6)
Deep Learning
(5)
Methods
(5)
Optimization & Theory
(5)
Applications · Reinforcement Learning
(3)
Architectures
(3)
Learning Types
(3)
Mathematics & Optimization
(2)
Core Methods
(2)
Robotics
(1)
Applications · Robotics
(1)
Bayesian & Probabilistic
(1)
Keywords
reinforcement learning
(3)
soft q-learning
(3)
mutual information regularization
(2)
entropy regularization
(2)
game ai
(2)
self-supervised learning
(1)
representation learning
(1)
neural network architecture
(1)
bayesian inference
(1)
maximum entropy
(1)
uncertainty quantification
(1)
sequential decision making
(1)
transformer architecture
(1)
attention mechanism
(1)
language modeling
(1)
policy optimization
(1)
in-context learning
(1)
supervised learning
(1)
policy learning
(1)
knowledge distillation
(1)
Papers
Amortized Planning with Large-Scale Transformers: A Case Study on Chess
NeurIPS 2024
Language Modeling Is Compression
ICLR 2024
Learning Universal Predictors
ICML 2024
Memory-Based Meta-Learning on Non-Stationary Distributions
ICML 2023
Neural Networks and the Chomsky Hierarchy
ICLR 2023
Randomized Positional Encodings Boost Length Generalization of Transformers
ACL 2023
Self-Predictive Universal AI
NeurIPS 2023
A Unified Bellman Optimality Principle Combining Reward Maximization and Empowerment
NeurIPS 2019
Mutual-Information Regularization in Markov Decision Processes and Actor-Critic Learning
CoRL 2019
Soft Q-Learning with Mutual-Information Regularization
ICLR 2019
Balancing Two-Player Stochastic Games with Soft Q-Learning
IJCAI 2018
A Nonparametric Conjugate Prior Distribution for the Maximizing Argument of a Noisy Function
NeurIPS 2012