Elad Liebman

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 19

Top Topics

Monte Carlo Tree Search

Decision Making

Reinforcement Learning

Top Venues

Publications

Caroline Wang, Arrasy Rahman, Ishan Durugkar, Elad Liebman, Peter Stone
N-Agent Ad Hoc Teamwork. CoRR (2024)
Elad Liebman
Pattern-Based Time-Series Risk Scoring for Anomaly Detection and Alert Filtering - A Predictive Maintenance Case Study. CoRR (2024)
Caroline Wang, Ishan Durugkar, Elad Liebman, Peter Stone
DM²: Decentralized Multi-Agent Reinforcement Learning via Distribution Matching. AAAI (2023)
Elad Liebman, Peter Stone
Utilizing Mood-Inducing Background Music in Human-Robot Interaction. CoRR (2023)
Caroline Wang, Ishan Durugkar, Elad Liebman, Peter Stone
: Distributed Multi-Agent Reinforcement Learning for Distribution Matching. CoRR (2022)
Elad Liebman, Peter Stone
Artificial Musical Intelligence: A Survey. CoRR (2020)
Ishan Durugkar, Elad Liebman, Peter Stone
Balancing Individual Preferences and Shared Objectives in Multiagent Reinforcement Learning. IJCAI (2020)
Elad Liebman, Maytal Saar-Tsechansky, Peter Stone
The Right Music at the Right Time: Adaptive Personalized Playlists Based on Sequence Modeling. MIS Q. 43 (3) (2019)
Elad Liebman, Eric Zavesky, Peter Stone
Autonomous Model Management via Reinforcement Learning. AAAI Workshops (2018)
Elad Liebman, Corey N. White, Peter Stone
On the Impact of Music on Decision Making in Cooperative Tasks. ISMIR (2018)
Elad Liebman
Sequential Decision Making in Artificial Musical Intelligence. AAAI (2018)
Elad Liebman, Eric Zavesky, Peter Stone
A Stitch in Time - Autonomous Model Management via Reinforcement Learning. AAMAS (2018)
Elad Liebman, Eric Zavesky, Peter Stone
Autonomous Model Management via Reinforcement Learning: Extended Abstract. AAMAS (2017)
Elad Liebman, Piyush Khandelwal, Maytal Saar-Tsechansky, Peter Stone
Designing Better Playlists with Monte Carlo Tree Search. AAAI (2017)
Jacob Menashe, Josh Kelle, Katie Genter, Josiah Hanna, Elad Liebman, Sanmit Narvekar, Ruohan Zhang, Peter Stone
Fast and Precise Black and White Ball Detection for RoboCup Soccer. RoboCup (2017)
Elad Liebman, Peter Stone, Corey N. White
Impact of Music on Decision Making in Quantitative Tasks. ISMIR (2016)
Katie Genter, Patrick MacAlpine, Jacob Menashe, Josiah Hanna, Elad Liebman, Sanmit Narvekar, Ruohan Zhang, Peter Stone
UT Austin Villa: Project-Driven Research in AI and Robotics. IEEE Intell. Syst. 31 (2) (2016)
Piyush Khandelwal, Elad Liebman, Scott Niekum, Peter Stone
On the Analysis of Complex Backup Strategies in Monte Carlo Tree Search. ICML (2016)
Patrick MacAlpine, Elad Liebman, Peter Stone
Adaptation of Surrogate Tasks for Bipedal Walk Optimization. GECCO (Companion) (2016)
Elad Liebman, Maytal Saar-Tsechansky, Peter Stone
DJ-MC: A Reinforcement-Learning Agent for Music Playlist Recommendation. AAMAS (2015)
Elad Liebman, Peter Stone, Corey N. White
How Music Alters Decision Making - Impact of Music Stimuli on Emotional Classification. ISMIR (2015)
Elad Liebman
Intelligent Learning Agents for Music-Based Interaction and Analysis. AAMAS (2015)
Elad Liebman, Benny Chor, Peter Stone
Representative Selection in Non Metric Datasets. CoRR (2015)
Elad Liebman, Benny Chor, Peter Stone
Representative Selection in Nonmetric Datasets. Appl. Artif. Intell. 29 (8) (2015)
Elad Liebman, Peter Stone
DJ-MC: A Reinforcement-Learning Agent for Music Playlist Recommendation. CoRR (2014)