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Papers
New Algorithms for the Learning-Augmented k-means Problem
ICLR 2025
Agent-Specific Effects: A Causal Effect Propagation Analysis in Multi-Agent MDPs
ICML 2024
Optimality Guarantees for Particle Belief Approximation of POMDPs (Abstract Reprint)
IJCAI 2024
A Distributional Analysis of Sampling-Based Reinforcement Learning Algorithms
AISTATS 2020
Multi-Robot Motion Planning with Dynamics Guided by Multi-Agent Search
IJCAI 2018
Sampling-Based Approximation Algorithms for Reachability Analysis with Provable Guarantees
RSS 2018
Long-horizon Robotic Search and Classification using Sampling-based Motion Planning
RSS 2015
Incremental Sampling-based Algorithms for Optimal Motion Planning
RSS 2010