| Modeling Human Reinforcement Learning with Disentangled Visual Representations T Malloy, T Klinger, CR Sims Reinforcement Learning and Decision Making, 2022 | 6 | 2022 |
| Deep rl with information constrained policies: Generalization in continuous control T Malloy, CR Sims, T Klinger, M Liu, M Riemer, G Tesauro arXiv preprint arXiv:2010.04646, 2020 | 6 | 2020 |
| Learning in factored domains with information-constrained visual representations T Malloy, M Liu, MD Riemer, T Klinger, G Tesauro, CR Sims arXiv preprint arXiv:2303.17508, 2023 | 3 | 2023 |
| Capacity-Limited Decentralized Actor-Critic for Multi-Agent Games T Malloy, CR Sims, T Klinger, M Liu, M Riemer, G Tesauro IEEE Conference on Games, 2021 | 3 | 2021 |
| Modelling Visual Decision Making Using a Variational Autoencoder T Malloy, CR Sims Proceedings of the 19th International Conference on Cognitive Modelling, 177-183, 2021 | 3 | 2021 |
| Accounting for Transfer of Learning Using Human Behavior Models T Malloy, Y Du, F Fang, C Gonzalez Proceedings of the AAAI Conference on Human Computation and Crowdsourcing 11 …, 2023 | 1 | 2023 |
| Learning to Defend by Attacking (and Vice-Versa): Transfer of Learning in Cybersecurity Games T Malloy, C Gonzalez 2023 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW …, 2023 | 1 | 2023 |
| A Beta-Variational Auto-Encoder Model of Human Visual Representation Formation in Utility-Based Learning T Malloy, CR Sims Journal of Vision 22 (14), 3747-3747, 2022 | 1 | 2022 |
| RL Generalization in a Theory of Mind Game Through a Sleep Metaphor (Student Abstract) T Malloy, T Klinger, M Liu, G Tesauro, M Riemer, CR Sims AAAI Student Abstract Workshop, 2021 | 1 | 2021 |
| Modelling Human Information Processing Limitations in Learning Tasks with Reinforcement Learning T Malloy, CR Sims Proceedings of the 18th International Conference on Cognitive Modelling, 159-160, 2020 | 1 | 2020 |
| Exploring the Path from Instructions to Rewards with Large Language Models in Instance-Based Learning C McDonald, T Malloy, TN Nguyen, C Gonzalez Proceedings of the AAAI Symposium Series 2 (1), 334-339, 2023 | | 2023 |
| Generative Environment-Representation Instance-Based Learning: A Cognitive Model T Malloy, Y Du, F Fang, C Gonzalez Proceedings of the 2023 AAAI Fall Symposium on Integrating Cognitive …, 2023 | | 2023 |
| Resource-Rational Cognitive Modelling: An Information-Theoretic Approach T Malloy Rensselaer Polytechnic Institute, 2022 | | 2022 |
| Consolidation via Policy Information Regularization in Deep RL for Multi-Agent Games T Malloy, T Klinger, M Liu, M Riemer, G Tesauro, CR Sims AAAI Reinforcement Learning in Games Workshop, 2021 | | 2021 |
| Modelling learning and decision making under information processing constraints T Malloy Rensselaer Polytechnic Institute, 2020 | | 2020 |
| Capacity-Limited Reinforcement Learning: Applications in Deep Actor-Critic Methods for Continuous Control TJ Malloy, M Riemer, M Liu, T Klinger, G Tesauro, CR Sims | | 2019 |
| Predicting Human Choice in a Multi-Dimensional N-Armed Bandit Task Using Actor-Critic Feature Reinforcement Learning TJ Malloy, RA Lerch, Z Fang, CR Sims | | 2019 |
| Applying Generative Artificial Intelligence onto Cognitive Modeling of Decision Making T Malloy, C Gonzalez Frontiers in Psychology 15, 1387948, 0 | | |
Chris R. SimsAssociate Professor, Cognitive Science Department, Rensselaer Polytechnic InstituteVerified email at rpi.edu
