Nir Lipovetzky

Orcid: 0000-0002-8667-3681

Affiliations:
  • University of Melbourne, School of Computing and Information Systems, Australia


According to our database1, Nir Lipovetzky authored at least 63 papers between 2009 and 2024.

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Bibliography

2024
Adaptive goal recognition using process mining techniques.
Eng. Appl. Artif. Intell., 2024

Overcoming Reward Model Noise in Instruction-Guided Reinforcement Learning.
CoRR, 2024

Planning in the Dark: LLM-Symbolic Planning Pipeline without Experts.
CoRR, 2024

Count-Based Novelty Exploration in Classical Planning.
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

Human Goal Recognition as Bayesian Inference: Investigating the Impact of Actions, Timing, and Goal Solvability.
Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

Model AI Assignments 2024.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Generalized Planning for the Abstraction and Reasoning Corpus.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Fast and accurate data-driven goal recognition using process mining techniques.
Artif. Intell., October, 2023

Learning User Preferences for Complex Cobotic Tasks: Meta-Behaviors and Human Groups.
IEEE Robotics Autom. Lett., July, 2023

Width-based search for multi agent privacy-preserving planning.
Artif. Intell., May, 2023

Lifted Sequential Planning with Lazy Constraint Generation Solvers.
CoRR, 2023

A Reminder of its Brittleness: Language Reward Shaping May Hinder Learning for Instruction Following Agents.
CoRR, 2023

Novelty and Lifted Helpful Actions in Generalized Planning.
Proceedings of the Sixteenth International Symposium on Combinatorial Search, 2023

Data-Driven Goal Recognition in Transhumeral Prostheses Using Process Mining Techniques.
Proceedings of the 5th International Conference on Process Mining, 2023

Diverse, Top-k, and Top-Quality Planning Over Simulators.
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

Comparing AI Planning Algorithms with Humans on the Tower of London Task.
Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 2023

Goal Recognition with Timing Information.
Proceedings of the Thirty-Third International Conference on Automated Planning and Scheduling, 2023

Planning with Multi-Agent Belief Using Justified Perspectives.
Proceedings of the Thirty-Third International Conference on Automated Planning and Scheduling, 2023

2022
Livestock Identification Using Deep Learning for Traceability.
Sensors, 2022

Planning with Perspectives - Decomposing Epistemic Planning using Functional STRIPS.
J. Artif. Intell. Res., 2022

Sampling from Pre-Images to Learn Heuristic Functions for Classical Planning.
CoRR, 2022

Sampling from Pre-Images to Learn Heuristic Functions for Classical Planning (Extended Abstract).
Proceedings of the Fifteenth International Symposium on Combinatorial Search, 2022

On the Use of Width-Based Search for Multi Agent Privacy-Preserving Planning (Extended Abstract).
Proceedings of the Fifteenth International Symposium on Combinatorial Search, 2022

GRACE: A Simulator for Continuous Goal Recognition over Changing Environments.
Proceedings of the Workshop on Process Management in the AI Era (PMAI 2022) co-located with 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJCAI-ECAI 2022), 2022

2021
Biometric Physiological Responses from Dairy Cows Measured by Visible Remote Sensing Are Good Predictors of Milk Productivity and Quality through Artificial Intelligence.
Sensors, 2021

Behaviour Recognition with Kinodynamic Planning Over Continuous Domains.
Frontiers Artif. Intell., 2021

Planning for Novelty: Width-Based Algorithms for Common Problems in Control, Planning and Reinforcement Learning.
CoRR, 2021

Width-based Lookaheads with Learnt Base Policies and Heuristics Over the Atari-2600 Benchmark.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Width-Based Algorithms for Common Problems in Control, Planning and Reinforcement Learning.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Approximate Novelty Search.
Proceedings of the Thirty-First International Conference on Automated Planning and Scheduling, 2021

Width-Based Backward Search.
Proceedings of the Thirty-First International Conference on Automated Planning and Scheduling, 2021

2020
Assessment of Smoke Contamination in Grapevine Berries and Taint in Wines Due to Bushfires Using a Low-Cost E-Nose and an Artificial Intelligence Approach.
Sensors, 2020

Planimation.
CoRR, 2020

Boundary Extension Features for Width-Based Planning with Simulators on Continuous-State Domains.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Goal Recognition Using Off-The-Shelf Process Mining Techniques.
Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

2019
An Introduction to the Planning Domain Definition Language
Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers, ISBN: 978-3-031-01584-7, 2019

Pacman Capture the Flag in AI Courses.
IEEE Trans. Games, 2019

Novelty Messages Filtering for Multi Agent Privacy-preserving Planning.
CoRR, 2019

What you get is what you see: Decomposing Epistemic Planning using Functional STRIPS.
CoRR, 2019

Novelty Messages Filtering for Multi Agent Privacy-Preserving Plannin.
Proceedings of the Twelfth International Symposium on Combinatorial Search, 2019

Best-First Width Search for Multi Agent Privacy-Preserving Planning.
Proceedings of the Twenty-Ninth International Conference on Automated Planning and Scheduling, 2019

2018
Integrated Hybrid Planning and Programmed Control for Real Time UAV Maneuvering.
Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

Action Selection for Transparent Planning.
Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

Iterative Width Search for Multi Agent Privacy-Preserving Planning.
Proceedings of the AI*IA 2018 - Advances in Artificial Intelligence, 2018

2017
Real-Time UAV Maneuvering via Automated Planning in Simulations.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Purely Declarative Action Descriptions are Overrated: Classical Planning with Simulators.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Handling non-local dead-ends in Agent Planning Programs.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

A Polynomial Planning Algorithm that Beats LAMA and FF.
Proceedings of the Twenty-Seventh International Conference on Automated Planning and Scheduling, 2017

Adapting Novelty to Classical Planning as Heuristic Search.
Proceedings of the Twenty-Seventh International Conference on Automated Planning and Scheduling, 2017

Best-First Width Search: Exploration and Exploitation in Classical Planning.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Sequencing Operator Counts.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Traps, Invariants, and Dead-Ends.
Proceedings of the Twenty-Sixth International Conference on Automated Planning and Scheduling, 2016

2015
Classical Planning with Simulators: Results on the Atari Video Games.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Scheduling with Fixed Maintenance, Shared Resources and Nonlinear Feedrate Constraints: A Mine Planning Case Study.
Proceedings of the Integration of AI and OR Techniques in Constraint Programming, 2015

Classical Planning Algorithms on the Atari Video Games.
Proceedings of the Learning for General Competency in Video Games, 2015

2014
Width-based Algorithms for Classical Planning: New Results.
Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

Planning for Mining Operations with Time and Resource Constraints.
Proceedings of the Twenty-Fourth International Conference on Automated Planning and Scheduling, 2014

2013
Fair LTL Synthesis for Non-Deterministic Systems using Strong Cyclic Planners.
Proceedings of the IJCAI 2013, 2013

2012
Structure and inference in classical planning.
PhD thesis, 2012

Width and Serialization of Classical Planning Problems.
Proceedings of the ECAI 2012, 2012

2011
Computing Infinite Plans for LTL Goals Using a Classical Planner.
Proceedings of the IJCAI 2011, 2011

Searching for Plans with Carefully Designed Probes.
Proceedings of the 21st International Conference on Automated Planning and Scheduling, 2011

2009
Inference and Decomposition in Planning Using Causal Consistent Chains.
Proceedings of the 19th International Conference on Automated Planning and Scheduling, 2009


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