Tags: reinforcement learning
Publications
2023
- A. Piplai, "Knowledge Graphs and Reinforcement Learning: A Hybrid Approach for Cybersecurity Problems", PhdThesis, July 2023, 332 downloads.
- A. Piplai, A. Joshi, and T. Finin, "Offline RL+CKG: A hybrid AI model for cybersecurity tasks", InProceedings, AAAI Spring Symposium on Challenges Requiring the Combination of Machine Learning and Knowledge Engineering, March 2023, 357 downloads.
2022
- A. Piplai, M. Anoruo, K. Fasaye, A. Joshi, T. Finin, and A. Ridley, "Knowledge guided Two-player Reinforcement Learning for Cyber Attacks and Defenses", InProceedings, International Conference on Machine Learning and Applications, December 2022, 808 downloads.
2020
- A. Piplai, P. Ranade, A. Kotal, S. Mittal, S. N. Narayanan, and A. Joshi, "Using Knowledge Graphs and Reinforcement Learning for Malware Analysis", InProceedings, IEEE International Conference on Big Data 2020, December 2020, 1160 downloads.
- R. Ayanzadeh, M. Halem, and T. Finin, "Reinforcement Quantum Annealing: A Hybrid Quantum Learning Automata", Article, Nature Scientific Reports, May 2020, 611 downloads.
- R. Ayanzadeh, M. Halem, and T. Finin, "Reinforcement Quantum Annealing: A Quantum-Assisted Learning Automata Approach", Article, arXiv:2001.00234 [quant-ph], January 2020, 727 downloads.
Old Events
- Prediction markets for fun, feedback and the future
March 17, 2011 - Feature-Based Local Policy Reinforcement Learning
May 12, 2009 - Using Expert Traces to Reduce Training Time in Reinforcement Learning
April 21, 2008 - Transfer in the Context of Reinforcement Learning by Mapping Q-Tables
May 2, 2007 - META-LEVEL CONTROL IN BOUNDED-RATIONAL AGENTS
December 1, 2003