Ekaterina Nikonova

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 8

Top Topics

Reasoning Tasks

Reinforcement Learning

High Level Knowledge

Top Venues

Nat. Mac. Intell.

Publications

Ekaterina Nikonova, Cheng Xue, Jochen Renz
Efficient Open-world Reinforcement Learning via Knowledge Distillation and Autonomous Rule Discovery. CoRR (2023)
Chathura Nagoda Gamage, Vimukthini Pinto, Cheng Xue, Peng Zhang, Ekaterina Nikonova, Matthew Stephenson, Jochen Renz
NovPhy: A Testbed for Physical Reasoning in Open-world Environments. CoRR (2023)
Cheng Xue, Vimukthini Pinto, Chathura Nagoda Gamage, Ekaterina Nikonova, Peng Zhang, Jochen Renz
Phy-Q as a measure for physical reasoning intelligence. Nat. Mac. Intell. 5 (1) (2023)
Cheng Xue, Ekaterina Nikonova, Peng Zhang, Jochen Renz
Rapid Open-World Adaptation by Adaptation Principles Learning. CoRR (2023)
Ekaterina Nikonova, Cheng Xue, Jochen Renz
Don't do it: Safer Reinforcement Learning With Rule-based Guidance. CoRR (2022)
Ekaterina Nikonova, Cheng Xue, Vimukthini Pinto, Chathura Gamage, Peng Zhang, Jochen Renz
Measuring Difficulty of Novelty Reaction. CoRR (2022)
Cheng Xue, Vimukthini Pinto, Chathura Gamage, Ekaterina Nikonova, Peng Zhang, Jochen Renz
Phy-Q: A Benchmark for Physical Reasoning. CoRR (2021)
Ekaterina Nikonova, Jakub Gemrot
Deep Q-Network for Angry Birds. CoRR (2019)