Andrea Banino
7 papers · 2020–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🗺️ Taxonomy Completionist (18) 🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15) 🧭 Keyword Pioneer
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Hot Topic Early Bird
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Triple Crown
Conferences
NIPS (3)
ICLR (2)
ICML (2)
Top co-authors
Keywords
neural network
(2)
deep reinforcement learning
(1)
representation learning
(1)
reinforcement learning
(1)
state abstraction
(1)
offline reinforcement learning
(1)
information bottleneck
(1)
value function
(1)
dynamic programming
(1)
signal propagation
(1)
natural language
(1)
algorithmic reasoning
(1)
vision-language model
(1)
behavior policy
(1)
representation collapse
(1)
hierarchical memory
(1)
graph algorithm
(1)
vision-language representation
(1)
sorting algorithm
(1)
pretrained representation
(1)
Papers
Transformers need glasses! Information over-squashing in language tasks
NIPS 2024
The CLRS Algorithmic Reasoning Benchmark
ICML 2022
Semantic Exploration from Language Abstractions and Pretrained Representations
NIPS 2022
CoBERL: Contrastive BERT for Reinforcement Learning
ICLR 2022
Retrieval-Augmented Reinforcement Learning
ICML 2022
Towards mental time travel: a hierarchical memory for reinforcement learning agents
NIPS 2021
MEMO: A Deep Network for Flexible Combination of Episodic Memories
ICLR 2020