1. 2018
  2. Reinforcement Learning in POMDPs with Memoryless Options and Option-Observation Initiation Sets

    Steckelmacher, D., Roijers, D., Harutyunyan, A., Vrancx, P., Plisnier, H. & Nowe, A., 4 Feb 2018, Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence. AAAI Press, p. 4099-4106 8 p. 4099. (AAAI Conference on Artificial Intelligence).

    Research output: Chapter in Book/Report/Conference proceedingConference paper

  3. Learning with options that terminate off-policy

    Harutyunyan, A., Vrancx, P., Bacon, P. L., Precup, D. & Nowé, A., 1 Jan 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI Press, p. 3173-3182 10 p.

    Research output: Chapter in Book/Report/Conference proceedingConference paper

  4. 2017
  5. Multi-objectivization and ensembles of shapings in reinforcement learning

    Brys, T., Harutyunyan, A., Vrancx, P., Nowe, A. & Taylor, M., 8 Nov 2017, In : Neurocomputing. 263, p. 48-59

    Research output: Contribution to journalArticle

  6. Real-Time Gait Event Detection Based on Kinematic Data Coupled to a Biomechanical Model

    Harutyunyan, A., Apr 2017, In : Sensors. 17, 4, 12 p., 671.

    Research output: Contribution to journalArticle

  7. 2016
  8. Human Guided Ensemble Learning in StarCraft

    Verstraeten, T., Radulescu, R-T., Jadoul, Y., Jaspers, T., Conjaerts, R., Brys, T., Harutyunyan, A., Vrancx, P. & Nowe, A., 9 May 2016, Proceedings of the 16th Adaptive Learning Agents Workshop (ALA) at AAMAS 2016. p. 99-105 7 p.

    Research output: Chapter in Book/Report/Conference proceedingConference paper

  9. Predicting Seat-Off and Detecting Start-of-Assistance Events for Assisting Sit-to-Stand with an Exoskeleton

    Tanghe, K., Harutyunyan, A., Aertbelien, E., De Groote, F., De Schutter, J., Vrancx, P. & Nowe, A., 2016, In : IEEE Robotics and Automation Letters. 20 (2), 99, 8 p.

    Research output: Contribution to journalArticle

  10. Q(λ) with off-policy corrections

    Harutyunyan, A., 2016, Lecture Notes in Computer Science. Springer, Vol. 9925. p. 305-320

    Research output: Chapter in Book/Report/Conference proceedingConference paper

  11. Safe and Efficient Off-Policy Reinforcement Learning

    Munos, R., Stepleton, T., Harutyunyan, A. & Bellemare, M. G., 2016, Advances in Neural Information Processing Systems. Curran Associates, Inc., p. 1054-1062

    Research output: Chapter in Book/Report/Conference proceedingConference paper

Previous 1 2 3 Next

ID: 38439