Tyler Malloy

According to our database, Tyler Malloy authored at least 7 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Learning in Factored Domains with Information-Constrained Visual Representations.

Tyler Malloy, Miao Liu, Matthew D. Riemer, Tim Klinger, Gerald Tesauro, Chris R. Sims

CoRR, 2023

Learning to Defend by Attacking (and Vice-Versa): Transfer of Learning in Cybersecurity Games.

Tyler Malloy, Cleotilde Gonzalez

Proceedings of the IEEE European Symposium on Security and Privacy, 2023

2021

Modeling Capacity-Limited Decision Making Using a Variational Autoencoder.

Tyler Malloy, Tim Klinger, Miao Liu, Gerald Tesauro, Matthew Riemer, Chris R. Sims

Proceedings of the 43rd Annual Meeting of the Cognitive Science Society, 2021

Capacity-Limited Decentralized Actor-Critic for Multi-Agent Games.

Tyler Malloy, Chris R. Sims, Tim Klinger, Miao Liu, Matthew Riemer, Gerald Tesauro

Proceedings of the 2021 IEEE Conference on Games (CoG), 2021

RL Generalization in a Theory of Mind Game Through a Sleep Metaphor (Student Abstract).

Tyler Malloy, Tim Klinger, Miao Liu, Gerald Tesauro, Matthew Riemer, Chris R. Sims

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Consolidation via Policy Information Regularization in Deep RL for Multi-Agent Games.

Tyler Malloy, Tim Klinger, Miao Liu, Matthew Riemer, Gerald Tesauro, Chris R. Sims

CoRR, 2020

Deep RL With Information Constrained Policies: Generalization in Continuous Control.

Tyler Malloy, Chris R. Sims, Tim Klinger, Miao Liu, Matthew Riemer, Gerald Tesauro

CoRR, 2020