Balint Gyevnar

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 15

Top Topics

Natural Language

Interactive Dynamic Influence Diagrams

Reinforcement Learning

Motion Planning

Top Venues

Publications

Balint Gyevnar, Cheng Wang, Christopher G. Lucas, Shay B. Cohen, Stefano V. Albrecht
Causal Explanations for Sequential Decision-Making in Multi-Agent Systems. AAMAS (2024)
Balint Gyevnar
Towards Trustworthy Autonomous Systems via Conversations and Explanations. AAAI (2024)
Balint Gyevnar
Building Trustworthy Human-Centric Autonomous Systems Via Explanations. AAMAS (2024)
Balint Gyevnar, Stephanie Droop, Tadeg Quillien
People Attribute Purpose to Autonomous Vehicles When Explaining Their Behavior. CoRR (2024)
Anton Kuznietsov, Balint Gyevnar, Cheng Wang, Steven Peters, Stefano V. Albrecht
Explainable AI for Safe and Trustworthy Autonomous Driving: A Systematic Review. CoRR (2024)
Balint Gyevnar, Cheng Wang, Christopher G. Lucas, Shay B. Cohen, Stefano V. Albrecht
Causal Social Explanations for Stochastic Sequential Multi-Agent Decision-Making. CoRR (2023)
Balint Gyevnar, Nick Ferguson, Burkhard Schafer
Bridging the Transparency Gap: What Can Explainable AI Learn from the AI Act? ECAI (2023)
Balint Gyevnar, Nick Ferguson
Aligning Explainable AI and the Law: The European Perspective. CoRR (2023)
Balint Gyevnar, Gautier Dagan, Coleman Haley, Shangmin Guo, Frank Mollica
Communicative Efficiency or Iconic Learning: Do Acquisition and Communicative Pressures Interact to Shape Colour- Naming Systems? Entropy 24 (11) (2022)
Ibrahim H. Ahmed, Cillian Brewitt, Ignacio Carlucho, Filippos Christianos, Mhairi Dunion, Elliot Fosong, Samuel Garcin, Shangmin Guo, Balint Gyevnar, Trevor McInroe, Georgios Papoudakis, Arrasy Rahman, Lukas Schäfer, Massimiliano Tamborski, Giuseppe Vecchio, Cheng Wang, Stefano V. Albrecht
Deep Reinforcement Learning for Multi-Agent Interaction. CoRR (2022)
Balint Gyevnar, Massimiliano Tamborski, Cheng Wang, Christopher G. Lucas, Shay B. Cohen, Stefano V. Albrecht
A Human-Centric Method for Generating Causal Explanations in Natural Language for Autonomous Vehicle Motion Planning. CoRR (2022)
Ibrahim H. Ahmed, Cillian Brewitt, Ignacio Carlucho, Filippos Christianos, Mhairi Dunion, Elliot Fosong, Samuel Garcin, Shangmin Guo, Balint Gyevnar, Trevor McInroe, Georgios Papoudakis, Arrasy Rahman, Lukas Schäfer, Massimiliano Tamborski, Giuseppe Vecchio, Cheng Wang, Stefano V. Albrecht
Deep reinforcement learning for multi-agent interaction. AI Commun. 35 (4) (2022)
Cillian Brewitt, Balint Gyevnar, Stefano V. Albrecht
GRIT: Verifiable Goal Recognition for Autonomous Driving using Decision Trees. CoRR (2021)
Stefano V. Albrecht, Cillian Brewitt, John Wilhelm, Balint Gyevnar, Francisco Eiras, Mihai Dobre, Subramanian Ramamoorthy
Interpretable Goal-based Prediction and Planning for Autonomous Driving. ICRA (2021)
Cillian Brewitt, Balint Gyevnar, Samuel Garcin, Stefano V. Albrecht
GRIT: Fast, Interpretable, and Verifiable Goal Recognition with Learned Decision Trees for Autonomous Driving. IROS (2021)