Joe McCalmon

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 9

Top Topics

Unknown Environments

Reinforcement Learning

Multi Agent Reinforcement Learning

Exploration Strategy

Top Venues

Auton. Agents Multi Agent Syst.

Publications

Tongtong Liu, Joe McCalmon, Thai Le, Md Asifur Rahman, Dongwon Lee, Sarra Alqahtani
A novel policy-graph approach with natural language and counterfactual abstractions for explaining reinforcement learning agents. Auton. Agents Multi Agent Syst. 37 (2) (2023)
Joe McCalmon, Tongtong Liu, Reid Goldsmith, Andrew Cyhaniuk, Talal Halabi, Sarra Alqahtani
Safe Reinforcement Learning via Observation Shielding. HICSS (2023)
Tongtong Liu, Joe McCalmon, Md Asifur Rahman, Cameron Lischke, Talal Halabi, Sarra Alqahtani
Weaponizing Actions in Multi-Agent Reinforcement Learning: Theoretical and Empirical Study on Security and Robustness. PRIMA (2022)
Joe McCalmon, Thai Le, Sarra Alqahtani, Dongwon Lee
CAPS: Comprehensible Abstract Policy Summaries for Explaining Reinforcement Learning Agents. AAMAS (2022)
Cameron Lischke, Tongtong Liu, Joe McCalmon, Md Asifur Rahman, Talal Halabi, Sarra Alqahtani
LSTM-Based Anomalous Behavior Detection in Multi-Agent Reinforcement Learning. CSR (2022)
Ashley Peake, Joe McCalmon, Yixin Zhang, Daniel Myers, Sarra Alqahtani, Paúl Pauca
Deep Reinforcement Learning for Adaptive Exploration of Unknown Environments. CoRR (2021)
Yixin Zhang, Joe McCalmon, Ashley Peake, Sarra Alqahtani, Paúl Pauca
A Symbolic-AI Approach for UAV Exploration Tasks. ICARA (2021)
Ashley Peake, Joe McCalmon, Yixin Zhang, Benjamin Raiford, Sarra Alqahtani
Wilderness Search and Rescue Missions using Deep Reinforcement Learning. SSRR (2020)
Ashley Peake, Joe McCalmon, Benjamin Raiford, Tongtong Liu, Sarra Alqahtani
Multi-Agent Reinforcement Learning for Cooperative Adaptive Cruise Control. ICTAI (2020)