Ilya Zisman
7 papers · 2024–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(17)
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Grand Slam
🏆
Keyword Champion
(2)
Venues
Top co-authors
Research topics
Reinforcement Learning
(7)
Artificial Intelligence
(6)
Methods
(6)
Core AI
(4)
Learning Paradigms · Artificial Intelligence
(4)
Deep Learning
(3)
Machine Learning
(2)
Applications
(2)
Learning Types · Deep Learning
(2)
Architectures
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types · Machine Learning
(1)
Techniques
(1)
Keywords
in-context reinforcement learning
(2)
multi-task learning
(2)
few-shot learning
(1)
self-supervised learning
(1)
in-context learning
(1)
transformer
(1)
reward maximization
(1)
latent action
(1)
generalization
(1)
adaptive agent
(1)
meta-reinforcement learning
(1)
task distribution
(1)
noise injection
(1)
reinforcement learning benchmark
(1)
scalable computing
(1)
scalable training
(1)
multi-task adaptation
(1)
object-centric learning
(1)
downstream performance
(1)
imitation learning
(1)
Papers
Object-Centric Latent Action Learning
AAAI 2026
Latent Action Learning Requires Supervision in the Presence of Distractors
ICML 2025
Vintix: Action Model via In-Context Reinforcement Learning
ICML 2025
XLand-100B: A Large-Scale Multi-Task Dataset for In-Context Reinforcement Learning
ICLR 2025
Emergence of In-Context Reinforcement Learning from Noise Distillation
ICML 2024
In-Context Reinforcement Learning for Variable Action Spaces
ICML 2024
XLand-MiniGrid: Scalable Meta-Reinforcement Learning Environments in JAX
NeurIPS 2024