Michał Zając
8 papers · 2019–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🐣 Hot Topic Early Bird 🗺️ Taxonomy Completionist (22)
🏆
Grand Slam
🧬
Topic Evolution
🔥
Unstoppable · Bronze
🚀
Conference Pioneer
🌈
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(8)
Learning Types · Machine Learning
(8)
Artificial Intelligence
(5)
Reinforcement Learning
(4)
Core AI
(4)
Applications
(3)
Methods
(3)
Computer Vision
(1)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Analysis
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Keywords
reinforcement learning
(4)
continual learning
(3)
neural network
(2)
sample efficiency
(1)
video classification
(1)
adversarial learning
(1)
catastrophic forgetting
(1)
robustness
(1)
policy gradient
(1)
causal discovery
(1)
gradient descent
(1)
class-incremental learning
(1)
adversarial training
(1)
continual reinforcement learning
(1)
gaussian process
(1)
transfer learning
(1)
continuous control
(1)
forgetting
(1)
adversarial attack
(1)
image classification
(1)
Papers
Scaling Trends in Language Model Robustness
ICML 2025
Fine-tuning Reinforcement Learning Models is Secretly a Forgetting Mitigation Problem
ICML 2024
Prediction Error-based Classification for Class-Incremental Learning
ICLR 2024
Trust Your $\nabla$: Gradient-based Intervention Targeting for Causal Discovery
NeurIPS 2023
Disentangling Transfer in Continual Reinforcement Learning
NeurIPS 2022
Continual World: A Robotic Benchmark For Continual Reinforcement Learning
NeurIPS 2021
Google Research Football: A Novel Reinforcement Learning Environment
AAAI 2020
Adversarial Framing for Image and Video Classification
AAAI 2019