Chris R. Sims

According to our database, Chris R. Sims authored at least 18 papers between 2004 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

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 43th Annual Meeting of the Cognitive Science Society, 2021

A computationally rational model of human reinforcment learning.

Zeming Fang, Chris R. Sims

Proceedings of the 43th 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

New Measures for the Fundamentals of Human Performance.

Wayne D. Gray, Ray S. Perez, Roussel Rahman, Chris R. Sims, Elizabeth B. Torres, Travis J. Wiltshire

Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

2017

Translating a Reinforcement Learning Task into a Computational Psychiatry Assay: Challenges and Strategies.

Peter Hitchcock, Yael Niv, Angela Radulescu, Chris R. Sims

Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017

2016

Rational Task Analysis: A Methodology to Benchmark Bounded Rationality.

Hansjörg Neth, Chris R. Sims, Wayne D. Gray

Minds Mach., 2016

Exploring haptic working memory as a capacity-limited information channel.

Rachel A. Lerch, Hengjun Cui, Soham Patwardhan, Yon Visell, Chris R. Sims

Proceedings of the 2016 IEEE Haptics Symposium, 2016

Exploring the Cost Function in Color Perception and Memory: An Information-Theoretic Model of Categorical Effects in Color Matching.

Chris R. Sims, Zheng Ma, Sarah R. Allred, Rachel A. Lerch, Jonathan I. Flombaum

Proceedings of the 38th Annual Meeting of the Cognitive Science Society, 2016

2015

Visual Working Memory as Decision Making: Compensation for Memory Uncertainty in Reach Planning.

Rachel A. Lerch, Chris R. Sims

Proceedings of the 37th Annual Meeting of the Cognitive Science Society, 2015

2011

An Ideal Observer Model of Visual Short-Term Memory Predicts Human Capacity - Precision Tradeoffs.

Chris R. Sims, Robert A. Jacobs, David C. Knill

Proceedings of the 33th Annual Meeting of the Cognitive Science Society, 2011

2009

Internal models of embodied dynamics: a computational theory of learning in routine interactive behavior.

Christopher Robert Sims

PhD thesis, 2009

2005

Adapting to the task environment: Explorations in expected value.

Wayne D. Gray, Michael J. Schoelles, Chris R. Sims

Cogn. Syst. Res., 2005

2004

Episodic versus Semantic Memory: An Exploration of Models of Memory Decay in the Serial Attention Paradigm.

Chris R. Sims, Wayne D. Gray

Proceedings of the International Conference on Cognitive Modelling, 2004

Learning to Choose the Most Effective Strategy: Explorations in Expected Value.

Wayne D. Gray, Michael J. Schoelles, Chris R. Sims

Proceedings of the International Conference on Cognitive Modelling, 2004