Publications

Found 12 results
Author Title Type [ Year(Asc)]
Filters: Author is Anna Harutyunyan  [Clear All Filters]
2016
Verstraeten, T., Rădulescu, R., Jadoul, Y., Jaspers, T., Conjaerts, R., Brys, T., et al.. (2016). Human Guided Ensemble Learning in StarCraft. 16th Adaptive and Learning Agents Workshop (ALA 2016).
PDF icon paper.pdf (1.01 MB)
2015
Harutyunyan, A., Devlin, S., Vrancx, P., & Nowe, A.. (2015). Expressing Arbitrary Reward Functions as Potential-Based Advice. In Twenty-Ninth AAAI Conference on Artificial Intelligence (AAAI-15).
PDF icon harutyunyan-907-aaai15.pdf (400.38 KB)
PDF icon verstraeten2015_master.pdf (2.46 MB)
Harutyunyan, A., Brys, T., Vrancx, P., & Nowe, A.. (2015). Multi-Scale Reward Shaping via an Off-Policy Ensemble. In International Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS-15). To appear.
PDF icon ea034-harutyunyan.pdf (219.2 KB)
Brys, T., Harutyunyan, A., Taylor, M. E., & Nowe, A.. (2015). Policy Transfer using Reward Shaping. In International Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS-15).
PDF icon policy_transfer.pdf (452.13 KB)
Harutyunyan, A., Brys, T., Vrancx, P., & Nowe, A.. (2015). Shaping Mario with Human Advice (Demonstration). In International Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS-15). To appear.
PDF icon de006-harutyunyan.pdf (393.05 KB)
2014
PDF icon PID3130853.pdf (524.22 KB)
Harutyunyan, A., Brys, T., Vrancx, P., & Nowe, A.. (2014). Off-Policy Shaping Ensembles in Reinforcement Learning. In European Conference on Artificial Intelligence (ECAI). IOS Press.
PDF icon ECAI14_anna.pdf (215.65 KB)
2013
Borradaile, G., & Harutyunyan, A.. (2013). Boundary-to-boundary flows in planar graphs. In International Workshop on Combinatorial Algorithms (IWOCA).
PDF icon iwoca-bdytobdy-anna.pdf (433.36 KB)
Borradaile, G., & Harutyunyan, A.. (2013). Maximum st-flow in directed planar graphs via shortest paths. In International Workshop on Combinatorial Algorithms (IWOCA).
PDF icon iwoca-maxstflow-anna.pdf (245.82 KB)