Adrià Puigdomènech Badia
12 papers · 2016–2023 · 3 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (7) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (10)
🗺️
Taxonomy Completionist
(17)
🌉
Interdisciplinary Bridge
🤝
Dynamic Duo
(10)
🚀
Conference Pioneer
📈
Trend Setter
🔥
Unstoppable
(5)
💎
Century Club
(12)
Conferences
ICLR (5)
ICML (5)
NIPS (2)
Top co-authors
Keywords
deep reinforcement learning
(6)
neural network
(3)
episodic memory
(2)
value function
(2)
offline reinforcement learning
(1)
working memory
(1)
representation learning
(1)
experience replay
(1)
sample efficiency
(1)
state representation
(1)
model-based reinforcement learning
(1)
atari game
(1)
algorithmic reasoning
(1)
memory system
(1)
exploratory policy
(1)
model-free reinforcement learning
(1)
behavior policy
(1)
graph algorithm
(1)
dynamic programming
(1)
reinforcement learning
(1)
Papers
Human-level Atari 200x faster
ICLR 2023
The CLRS Algorithmic Reasoning Benchmark
ICML 2022
CoBERL: Contrastive BERT for Reinforcement Learning
ICLR 2022
Retrieval-Augmented Reinforcement Learning
ICML 2022
MEMO: A Deep Network for Flexible Combination of Episodic Memories
ICLR 2020
Agent57: Outperforming the Atari Human Benchmark
ICML 2020
Never Give Up: Learning Directed Exploration Strategies
ICLR 2020
Generalization of Reinforcement Learners with Working and Episodic Memory
NIPS 2019
Memory-based Parameter Adaptation
ICLR 2018
Neural Episodic Control
ICML 2017
Imagination-Augmented Agents for Deep Reinforcement Learning
NIPS 2017
Asynchronous Methods for Deep Reinforcement Learning
ICML 2016