Jonathon Schwartz

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 7

Top Topics

Partially Observable

Reinforcement Learning

Monte Carlo Tree Search

Top Venues

Publications

Jonathon Schwartz, Hanna Kurniawati, Marcus Hutter
Combining a Meta-Policy and Monte-Carlo Planning for Scalable Type-Based Reasoning in Partially Observable Environments. CoRR (2023)
Jonathon Schwartz
Towards Scalable and Robust Decision Making in Partially Observable, Multi-Agent Environments. AAMAS (2023)
Jonathon Schwartz, Hanna Kurniawati
Bayes-Adaptive Monte-Carlo Planning for Type-Based Reasoning in Large Partially Observable, Multi-Agent Environments. AAMAS (2023)
Jonathon Schwartz, Ruijia Zhou, Hanna Kurniawati
Online Planning for Interactive-POMDPs using Nested Monte Carlo Tree Search. IROS (2022)
Callum Baillie, Maxwell Standen, Jonathon Schwartz, Michael Docking, David Bowman, Junae Kim
CybORG: An Autonomous Cyber Operations Research Gym. CoRR (2020)
Jonathon Schwartz, Hanna Kurniawati, Edwin El-Mahassni
POMDP + Information-Decay: Incorporating Defender's Behaviour in Autonomous Penetration Testing. ICAPS (2020)
Jonathon Schwartz, Hanna Kurniawati
Autonomous Penetration Testing using Reinforcement Learning. CoRR (2019)