James Queeney

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 14

Top Topics

Imitation Learning

Top Venues

Trans. Mach. Learn. Res.

Publications

Vittorio Giammarino, James Queeney, Ioannis Ch. Paschalidis
Visually Robust Adversarial Imitation Learning from Videos with Contrastive Learning. CoRR (2024)
Vittorio Giammarino, James Queeney, Ioannis Ch. Paschalidis
Adversarial Imitation Learning from Visual Observations using Latent Information. Trans. Mach. Learn. Res. 2024 (2024)
James Queeney, Erhan Can Ozcan, Ioannis Ch. Paschalidis, Christos G. Cassandras
Optimal Transport Perturbations for Safe Reinforcement Learning with Robustness Guarantees. Trans. Mach. Learn. Res. 2024 (2024)
Erhan Can Ozcan, Vittorio Giammarino, James Queeney, Ioannis Ch. Paschalidis
A Model-Based Approach for Improving Reinforcement Learning Efficiency Leveraging Expert Observations. CoRR (2024)
Yilei Chen, Vittorio Giammarino, James Queeney, Ioannis Ch. Paschalidis
Provably Efficient Off-Policy Adversarial Imitation Learning with Convergence Guarantees. CoRR (2024)
Vittorio Giammarino, James Queeney, Ioannis Ch. Paschalidis
Adversarial Imitation Learning from Visual Observations using Latent Information. CoRR (2023)
James Queeney, Erhan Can Ozcan, Ioannis Ch. Paschalidis, Christos G. Cassandras
Optimal Transport Perturbations for Safe Reinforcement Learning with Robustness Guarantees. CoRR (2023)
James Queeney, Mouhacine Benosman
Risk-Averse Model Uncertainty for Distributionally Robust Safe Reinforcement Learning. NeurIPS (2023)
James Queeney, Mouhacine Benosman
Risk-Averse Model Uncertainty for Distributionally Robust Safe Reinforcement Learning. CoRR (2023)
James Queeney, Ioannis Ch. Paschalidis, Christos G. Cassandras
Generalized Policy Improvement Algorithms with Theoretically Supported Sample Reuse. CoRR (2022)
James Queeney, Ioannis Ch. Paschalidis, Christos G. Cassandras
Generalized Proximal Policy Optimization with Sample Reuse. CoRR (2021)
James Queeney, Yannis Paschalidis, Christos G. Cassandras
Generalized Proximal Policy Optimization with Sample Reuse. NeurIPS (2021)
James Queeney, Ioannis Ch. Paschalidis, Christos G. Cassandras
Uncertainty-Aware Policy Optimization: A Robust, Adaptive Trust Region Approach. AAAI (2021)
James Queeney, Ioannis Ch. Paschalidis, Christos G. Cassandras
Uncertainty-Aware Policy Optimization: A Robust, Adaptive Trust Region Approach. CoRR (2020)