Łukasz Kuciński
- BALROG: Benchmarking Agentic LLM and VLM Reasoning On Games
2024/11/20 by Davide Paglieri, Bartłomiej Cupiał, Paglieri, Davide +25 · 4 voices · 58 citations
Computer Science · #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies #cs.AI
- Magnushammer: A Transformer-Based Approach to Premise Selection
2023/03/08 by Maciej Mikuła, Szymon Tworkowski, Mikuła, Maciej +18 · 1 voice · 12 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Logic in Computer Science (cs.LO) #Machine Learning (cs.LG) #Neural Networks and Applications #cs.AI #cs.LG #cs.LO
- Continual World: A Robotic Benchmark For Continual Reinforcement\n Learning
2021/05/23 by Maciej Wołczyk, Wołczyk, Maciej, Michał Zając +7 · 16 citations
Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Robotics (cs.RO)
- Disentangling Transfer in Continual Reinforcement Learning
2022/09/28 by Maciej Wołczyk, Wołczyk, Maciej, Michał Zając +7 · 7 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Fine-tuning Reinforcement Learning Models is Secretly a Forgetting Mitigation Problem
2024/02/05 by Maciej Wołczyk, Wołczyk, Maciej, Bartłomiej Cupiał +13 · 7 citations
Computer Science · #Adversarial Robustness in Machine Learning #Reinforcement Learning in Robotics
- Accelerating Goal-Conditioned RL Algorithms and Research
2024/08/20 by Michał Bortkiewicz, Bortkiewicz, Michał, Pałucki, Władysław +10 · 9 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Fuzzy Logic and Control Systems #Machine Learning (cs.LG)
- Fast and Precise: Adjusting Planning Horizon with Adaptive Subgoal Search
2022/06/01 by Michał Zawalski, Zawalski, Michał, Michał Tyrolski +15 · 3 citations
Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #FOS: Computer and information sciences #I.2.6 #I.2.8 #Logic, Reasoning, and Knowledge #Machine Learning (cs.LG)
- Continuous Control With Ensemble Deep Deterministic Policy Gradients
2021/11/30 by Piotr Januszewski, Mateusz Olko, Januszewski, Piotr +11 · 2 citations
Computer Science · Physics and Astronomy · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Reinforcement Learning in Robotics
- RoboMorph: Evolving Robot Morphology using Large Language Models
2024/07/11 by Kevin Qiu, Qiu, Kevin, Krzysztof Ciebiera +8 · 5 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Robotics (cs.RO)
- Subgoal Search For Complex Reasoning Tasks
2021/08/25 by Konrad Czechowski, Czechowski, Konrad, Tomasz Odrzygóźdź +13 · 2 citations
Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Catalytic Role Of Noise And Necessity Of Inductive Biases In The Emergence Of Compositional Communication
2021/11/11 by Łukasz Kuciński, Tomasz Korbak, Kuciński, Łukasz +5 · 1 citation
Neuroscience · Physics and Astronomy · Social Sciences · #Artificial Intelligence (cs.AI) #Cognitive Science and Education Research #Computation and Language (cs.CL) #FOS: Computer and information sciences #Language and cultural evolution #Machine Learning (cs.LG) #Opinion Dynamics and Social Influence
- Trust Your ∇: Gradient-based Intervention Targeting for Causal Discovery
2022/11/24 by Mateusz Olko, Michał Zając, Olko, Mateusz +12 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Methodology (stat.ME)
- Structured Packing in LLM Training Improves Long Context Utilization
2023/12/28 by Konrad Staniszewski, Staniszewski, Konrad, Szymon Tworkowski +10 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
- tsGT: Stochastic Time Series Modeling With Transformer
2024/03/08 by Łukasz Kuciński, Kuciński, Łukasz, Witold Drzewakowski +13 · 1 citation
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
- GUIDE: Guidance-based Incremental Learning with Diffusion Models
2024/03/06 by Bartosz Cywiński, Kamil Rafał Deja, Cywiński, Bartosz +7 · 1 citation
Decision Sciences · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scheduling and Timetabling Solutions