Contents
This page contains presentations for Seminar on Human-like Artificial Agents (NAIL082) course that is/has been taught during summer semester of 2022/2023 at Charles University in Prague, Czech Republic. The seminar is/was backed up by Vojtěch Černý (cerny@gamedev.cuni.cz) and Cyril Brom.
History: 2016 Winter, 2017 Summer, 2017 Winter, 2018 Summer, 2018 Winter, 2019 Summer, 2019 Winter, 2019 Summer, 2020 Winter, 2021 Summer, 2021 Winter, 2022 Summer, 2022 Winter
News
Follow the appropriate channel at Gamedev Discord!
https://discord.gg/c49DHBJ
Dates (SIS)
Thursdays, 12:20, S4 but also on Zoom
(Zoom link, sent privately via email)
Seminar Terms
- You must attend the seminar regularly
- You must give two presentations on a chosen topic
- The first is a lecture about some scientific paper
- The second is typically a report about the state of your bachelor/master thesis
- You must act as an opponent for one presentation about your colleague’s bachelor/master thesis
- If the need arises, you will have to participate in some experiment (e.g., evaluating software or a project of your colleague)
Papers to Choose from
Paper | Links | Presenter |
Analysis of Statistical Forward Planning Methods in Pommerman, Diego Perez Liebana, Raluca Gaina, Olve Drageset, Ercument Ilhan, Martin Balla and Simon Lucas (2019) | Paper | |
Horswill, I. (2020, October). A Declarative PCG Tool for Casual Users. In Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (Vol. 16, No. 1, pp. 81-87). | Paper | |
Ferreira, L., Lelis, L., & Whitehead, J. (2020, October). Computer-generated music for tabletop role-playing games. In Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (Vol. 16, No. 1, pp. 59-65). | Paper | |
Bhaumik, Debosmita, et al. “Tree Search versus Optimization Approaches for Map Generation.” Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment. Vol. 16. No. 1. 2020. | Paper | |
Karavolos, D., Liapis, A., & Yannakakis, G. N. (2019). A multi-faceted surrogate model for search-based procedural content generation. IEEE Transactions on Games. | Paper | |
By, T. (2019). Hexagonal grid numbering. IEEE Transactions on Games. | Paper (MFF subnet) |
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Steinmetz, E. S., & Gini, M. (2020). More Trees or Larger Trees: Parallelizing Monte Carlo Tree Search. IEEE Transactions on Games. | Paper (MFF subnet) |
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Daylamani-Zad, D., & Angelides, M. C. (2020). Altruism and Selfishness in Believable Game Agents: Deep Reinforcement Learning in Modified Dictator Games. IEEE Transactions on Games, 13(3), 229-238. | Paper (MFF subnet) |
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Freiknecht, J., & Effelsberg, W. (2019). Procedural generation of multistory buildings with interior. IEEE Transactions on Games, 12(3), 323-336. | Paper (MFF subnet) |
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Kim, E. Y., & Ashlock, D. (2019). Testing a Protocol for Characterizing Game Playing Agents Trained via Evolution on a New Game. IEEE Transactions on Games, 12(3), 236-245. | Paper | |
Baeta, F., Correia, J., Martins, T., & Machado, P. (2021). Speed benchmarking of genetic programming frameworks. arXiv preprint arXiv:2106.11919. | Paper | |
Tisdale, B., Seals, D., Pope, A. S., & Tauritz, D. R. (2021, June). Directing evolution: the automated design of evolutionary pathways using directed graphs. In Proceedings of the Genetic and Evolutionary Computation Conference (pp. 732-740). | Paper | |
Paolo, G., Coninx, A., Doncieux, S., & Laflaquière, A. (2021). Sparse reward exploration via novelty search and emitters. arXiv preprint arXiv:2102.03140. | Paper | |
Molin, L. D., Kanwal, J., & Stone, C. (2021, June). Resource availability and the evolution of cooperation in a 3D agent-based simulation. In Proceedings of the Genetic and Evolutionary Computation Conference (pp. 93-101). | Paper | |
Liu, J., Moreau, A., Preuss, M., Rapin, J., Roziere, B., Teytaud, F., & Teytaud, O. (2020, June). Versatile black-box optimization. In Proceedings of the 2020 Genetic and Evolutionary Computation Conference (pp. 620-628). | Paper | |
Hevia Fajardo, M. A., & Sudholt, D. (2020, June). On the choice of the parameter control mechanism in the (1+(λ, λ)) genetic algorithm. In Proceedings of the 2020 Genetic and Evolutionary Computation Conference (pp. 832-840). | Paper | |
Rajabi, A., & Witt, C. (2020, June). Self-adjusting evolutionary algorithms for multimodal optimization. In Proceedings of the 2020 Genetic and Evolutionary Computation Conference (pp. 1314-1322). | Paper | |
Green, M. E., DeLuca, T. F., & Kaiser, K. W. (2020, June). Modeling wildfire using evolutionary cellular automata. In Proceedings of the 2020 Genetic and Evolutionary Computation Conference (pp. 1089-1097). | Paper | |
Javaheripi, M., Samragh, M., Javidi, T., & Koushanfar, F. (2020, June). GeneCAI: gene tic evolution for acquiring compact AI. In Proceedings of the 2020 Genetic and Evolutionary Computation Conference (pp. 350-358). | Paper (MFF subnet) |
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Do, A. V., Bossek, J., Neumann, A., & Neumann, F. (2020, June). Evolving diverse sets of tours for the travelling salesperson problem. In Proceedings of the 2020 Genetic and Evolutionary Computation Conference (pp. 681-689). | Paper | |
Medvet, E., Bartoli, A., De Lorenzo, A., & Fidel, G. (2020, June). Evolution of distributed neural controllers for voxel-based soft robots. In Proceedings of the 2020 Genetic and Evolutionary Computation Conference (pp. 112-120). | Paper (MFF subnet) |
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Santana, C., Keedwell, E., & Menezes, R. (2020, June). An approach to assess swarm intelligence algorithms based on complex networks. In Proceedings of the 2020 Genetic and Evolutionary Computation Conference (pp. 31-39). | Paper | |
GECCO Proceedings: 2021, 2020 | try to find some | |
IEEE Transactions on Games (journal): 2021 (1, 2, 3), you can check older as well | try to find some | |
CIG (Conference on Games, originally CIG, Computational Intelligence in Games): 2020, 2019 | try to find some | |
AIIDE (Artificial Intelligence and Interactive Digital Entertainment) Proceedings: 2020, 2019, 2018, you can check older as well | try to find some | |
IEEE Games, Entertainment, Media conference papers | try to find some | |
IEEE ICTAI (International Conference on Tools with Artificial Intelligence): 2020, 2019, 2018, you can check older as well | try to find some | |
ICEC (International Conference on Entertaining Computing) Proceeedings: 2020, 2018, you can check older as well | ||
MIG (Motion in Games): 2021, 2020, 2019, you can check older as well | ||
Everything Procedural conference | try to find some | |
More venues (via Google Scholar keyword search): “game”, “interactive”, “entertainment”, “game learning”, “interaction” (not everything is related) | try to find some |
Structure of the Paper Presentation
- Summarize what the paper is about, what is its take-home-message (10-15 minutes)
- Critically feedback the writing of the paper (5 minutes), e.g.:
- They claimed something at the beginning, that they did not deliver;
- the hypothesis was clear but the experiment is not designed so it may bring fruitful data;
- the data reported, when you try to interpret them, is not supporting the discussion within the paper;
- is the experiment replicable?
- …
Structure of the Project-WIP Intro Presentation
- Quickly mention what your work is about
- Tell us the motivation behind your work
- Why are you pursuing this topic?
- What is scientifically exciting about your topic?
- What the result should ideally be?
- Who can benefit from your work?
- Describe the state of your work
- How are you planning to finish the thesis, what steps are required to deliver it?
- What have you done so far and what is before you
- End the presentation with open challenges or current problems you are facing to spark the discussion
Structure of the Project-WIP Presentation
- Quickly recap what your work is about
- Tell us about the delta you have done / what problems you have solved
- What challenges you still face or what have not worked and you still need to solve
Seminar Schedule
Date | Note | Presenter |
2.3. | cancelled | |
9.3. | Scientific Reading 1 | Tomáš Plhák |
Project Presentation 1 | Jakub Hroník | |
16.3. | Scientific Reading 2 | David Šosvald |
Project Presentation 2 | Vojtěch Pröschl | |
23.3. | Scientific Reading 3 | Jakub Hroník |
Project Presentation 3 | David Šosvald | |
30.3. | Scientific Reading 4 | Vojtěch Pröschl |
Project Presentation 4 | Tomáš Kalva | |
6.4. | cancelled | |
13.4. | Scientific Reading 5 | Alexander Chubar |
Project Presentation 5 | Tomáš Plhák | |
20.4. | Scientific Reading 6 | Reut Tal |
Project Presentation 6 | Alexander Chubar | |
4.5. | Scientific Reading 7 | Filip Sedlák |
Project Presentation 7 | Reut Tal | |
11.5. | Scientific Reading 8 | Petr Guba |
Project Presentation 8 | Petr Šimůnek | |
18.5. | Scientific Reading 9 | Tomáš Kalva |
Project Presentation 9 | Filip Sedlák |