Łukasz Kuciński
11 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (26) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze 🏆 Grand Slam
🌈
Renaissance Researcher
(5)
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
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Keyword Collector
(50)
Venues
Top co-authors
Research topics
Artificial Intelligence
(9)
Core AI
(8)
Machine Learning
(7)
Learning Types · Machine Learning
(6)
Reinforcement Learning
(3)
Deep Learning
(2)
Knowledge & Reasoning
(2)
Applications
(2)
Learning Paradigms
(2)
Methods
(2)
Reasoning
(2)
Interdisciplinary
(1)
Natural Language Processing
(1)
Architectures
(1)
Learning Types · Deep Learning
(1)
Keywords
reinforcement learning
(4)
continual learning
(2)
subgoal search
(2)
contrastive learning
(2)
large language model
(2)
benchmark evaluation
(1)
puzzle solving
(1)
catastrophic forgetting
(1)
causal discovery
(1)
sequential decision
(1)
hierarchical planning
(1)
self-supervised learning
(1)
information retrieval
(1)
signaling games
(1)
gradient descent
(1)
decision making
(1)
continual reinforcement learning
(1)
continuous control
(1)
best-first search
(1)
transfer learning
(1)
Papers
Accelerating Goal-Conditioned Reinforcement Learning Algorithms and Research
ICLR 2025
BALROG: Benchmarking Agentic LLM and VLM Reasoning On Games
ICLR 2025
Structured Packing in LLM Training Improves Long Context Utilization
AAAI 2025
Fine-tuning Reinforcement Learning Models is Secretly a Forgetting Mitigation Problem
ICML 2024
Magnushammer: A Transformer-Based Approach to Premise Selection
ICLR 2024
Fast and Precise: Adjusting Planning Horizon with Adaptive Subgoal Search
ICLR 2023
Trust Your $\nabla$: Gradient-based Intervention Targeting for Causal Discovery
NeurIPS 2023
Disentangling Transfer in Continual Reinforcement Learning
NeurIPS 2022
Catalytic Role Of Noise And Necessity Of Inductive Biases In The Emergence Of Compositional Communication
NeurIPS 2021
Continual World: A Robotic Benchmark For Continual Reinforcement Learning
NeurIPS 2021
Subgoal Search For Complex Reasoning Tasks
NeurIPS 2021