Christopher G. Lucas

N. Siddharth

Proceedings of the Forty-first International Conference on Machine Learning, 2024

DRED: Zero-Shot Transfer in Reinforcement Learning via Data-Regularised Environment Design.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Causal Explanations for Sequential Decision-Making in Multi-Agent Systems.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

Constructing Deep Concepts through Shallow Search.

[BibT_eX]

[DOI]

Bonan Zhao

Neil R. Bramley

Proceedings of the AAAI 2024 Spring Symposium Series, 2024

2023

Data-driven Prior Learning for Bayesian Optimisation.

[BibT_eX]

[DOI]

CoRR, 2023

Balancing utility and cognitive cost in social representation.

[BibT_eX]

[DOI]

Max Taylor-Davies

CoRR, 2023

How the level sampling process impacts zero-shot generalisation in deep reinforcement learning.

[BibT_eX]

[DOI]

CoRR, 2023

DreamDecompiler: Improved Bayesian Program Learning by Decompiling Amortised Knowledge.

[BibT_eX]

[DOI]

Alessandro B. Palmarini

N. Siddharth

CoRR, 2023

Bayesian Optimisation Against Climate Change: Applications and Benchmarks.

[BibT_eX]

[DOI]

CoRR, 2023

Designing Optimal Behavioral Experiments Using Machine Learning.

[BibT_eX]

[DOI]

CoRR, 2023

Causal Social Explanations for Stochastic Sequential Multi-Agent Decision-Making.

[BibT_eX]

[DOI]

CoRR, 2023

Non-Compositionality in Sentiment: New Data and Analyses.

[BibT_eX]

[DOI]

Verna Dankers

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Selective imitation on the basis of reward function similarity.

[BibT_eX]

[DOI]

Max Taylor-Davies

Stephanie Droop

Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 2023

How do instructions, examples, and testing shape task representations?

[BibT_eX]

[DOI]

Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 2023

Causal inference shapes counterfactual plausibility.

[BibT_eX]

[DOI]

Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 2023

Charting children's fruit categories with Markov-Chain Monte Carlo with People.

[BibT_eX]

[DOI]

Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 2023

A rational model of spatial neglect.

[BibT_eX]

[DOI]

Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 2023

Characterizing Shifts in Strategy in Active Function Learning.

[BibT_eX]

[DOI]

Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 2023

2022

Actively learning to learn causal relationships.

[BibT_eX]

[DOI]

Chentian Jiang

CoRR, 2022

A Human-Centric Method for Generating Causal Explanations in Natural Language for Autonomous Vehicle Motion Planning.

[BibT_eX]

[DOI]

Balint Gyevnar

Massimiliano Tamborski

CoRR, 2022

Powering up causal generalization: A model of human conceptual bootstrapping with adaptor grammars.

[BibT_eX]

[DOI]

Bonan Zhao

Neil R. Bramley

Proceedings of the 44th Annual Meeting of the Cognitive Science Society, 2022

Dissecting causal asymmetries in inductive generalization.

[BibT_eX]

[DOI]

Proceedings of the 44th Annual Meeting of the Cognitive Science Society, 2022

Dynamic Strategy Selection in Active Function Learning.

[BibT_eX]

[DOI]

Proceedings of the 44th Annual Meeting of the Cognitive Science Society, 2022

The logic of guesses: how people communicate probabilistic information.

[BibT_eX]

[DOI]

Tadeg Quillien

Proceedings of the 44th Annual Meeting of the Cognitive Science Society, 2022

Uncovering Childrens' Category Representations with MCMCP.

[BibT_eX]

[DOI]

Proceedings of the 44th Annual Meeting of the Cognitive Science Society, 2022

Uncovering children's concepts and conceptual change.

[BibT_eX]

[DOI]

Proceedings of the 44th Annual Meeting of the Cognitive Science Society, 2022

Can Transformer be Too Compositional? Analysing Idiom Processing in Neural Machine Translation.

[BibT_eX]

[DOI]

Verna Dankers

Ivan Titov

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Bayesian Optimisation for Active Monitoring of Air Pollution.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Flower Detection Using Object Analysis: New Ways to Quantify Plant Phenology in a Warming Tundra Biome.

[BibT_eX]

[DOI]

Karol Stanski

Isla H. Myers-Smith

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Building Object-based Causal Programs for Human-like Generalization.

[BibT_eX]

[DOI]

Bonan Zhao

Neil R. Bramley

CoRR, 2021

Bayesian Optimal Experimental Design for Simulator Models of Cognition.

[BibT_eX]

[DOI]

CoRR, 2021

Symbolic and Sub-Symbolic Systems in People and Machines.

[BibT_eX]

[DOI]

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

Bayesian Experimental Design for Intractable Models of Cognition.

[BibT_eX]

[DOI]

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

Modelling Recognition in Human Puzzle Solving.

[BibT_eX]

[DOI]

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

Recovering human category structure across development using sparse judgments.

[BibT_eX]

[DOI]

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

Exploring Causal Overhypotheses in Active Learning.

[BibT_eX]

[DOI]

Chentian Jiang

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

Sampling Heuristics for Active Function Learning.

[BibT_eX]

[DOI]

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

Know your network: Sensitivity to structure in social learning.

[BibT_eX]

[DOI]

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

2020

Optimising Placement of Pollution Sensors in Windy Environments.

[BibT_eX]

[DOI]

CoRR, 2020

Learning Hidden Causal Structure from Temporal Data.

[BibT_eX]

[DOI]

Simon Valentin

Neil Bramley

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

Uncovering Category Representations with Linked MCMC with People.

[BibT_eX]

[DOI]

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

Exploring Category Structure in Children and Adults.

[BibT_eX]

[DOI]

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

Incremental Hypothesis Revision in Causal Reasoning Across Development.

[BibT_eX]

[DOI]

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

2019

Tutorbot Corpus: Evidence of Human-Agent Verbal Alignment in Second Language Learner Dialogues.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Educational Data Mining, 2019

Inattentional Blindness in Visual Search.

[BibT_eX]

[DOI]

Matt Rounds

Frank Keller

Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

Reward Function Complexity and Goals in Exploration-Exploitation Tasks.

[BibT_eX]

[DOI]

Brian Montambault

Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

Generalizing Functions in Sparse Domains.

[BibT_eX]

[DOI]

Pablo León-Villagrá

Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

Exploring the Representation of Linear Functions.

[BibT_eX]

[DOI]

Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

Epistemic drive and memory manipulations in explore-exploit problems.

[BibT_eX]

[DOI]

Nicolas Collignon

Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

I Wanna Talk Like You: Speaker Adaptation to Dialogue Style in L2 Practice Conversation.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence in Education - 20th International Conference, 2019

2018

Does Ability Affect Alignment in Second Language Tutorial Dialogue?

[BibT_eX]

[DOI]

Proceedings of the 19th Annual SIGdial Meeting on Discourse and Dialogue, 2018

Data Availability and Function Extrapolation.

[BibT_eX]

[DOI]

Pablo León-Villagrá

Irina Preda

Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018

Automated Reasoning in the Age of the Internet.

[BibT_eX]

[DOI]

Alan Bundy

Kwabena Nuamah

Proceedings of the Artificial Intelligence and Symbolic Computation, 2018

2017

Identifying Causal Direction in the Two-Variable Case.

[BibT_eX]

[DOI]

Pablo León-Villagrá

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

Investigating the Explore/Exploit Trade-off in Adult Causal Inferences.

[BibT_eX]

[DOI]

Erik Herbst

Daphna Buchsbaum

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

Finding Periodic Discrete Events in Noisy Streams.

[BibT_eX]

[DOI]

Abhirup Ghosh

Rik Sarkar

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016

Functional Inferences over Heterogeneous Data.

[BibT_eX]

[DOI]

Kwabena Nuamah

Alan Bundy

Proceedings of the Web Reasoning and Rule Systems - 10th International Conference, 2016

The construction of function representations.

[BibT_eX]

[DOI]

Brian Montambault

Joseph L. Austerweil

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

2015

The Human Kernel.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Inferring causal structure and hidden causes from event sequences.

[BibT_eX]

[DOI]

Kenneth Holstein

Michael Pacer

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

Learning to reason about desires: An infant training study.

[BibT_eX]

[DOI]

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

2014

Discovering hidden causes using statistical evidence.

[BibT_eX]

[DOI]

Kenneth Holstein

Proceedings of the 36th Annual Meeting of the Cognitive Science Society, 2014

2013

What if? Counterfactual reasoning, pretense, and the role of possible worlds.

[BibT_eX]

[DOI]

Proceedings of the 35th Annual Meeting of the Cognitive Science Society, 2013

2012

Non-Bayesian Inference: Causal Structure Trumps Correlation.

[BibT_eX]

[DOI]

Cogn. Sci., 2012

Determining people's expectations about the form of causal relationships.

[BibT_eX]

[DOI]

Saiwing Yeung

Thomas L. Griffiths

Proceedings of the 34th Annual Meeting of the Cognitive Science Society, 2012

Superspace extrapolation reveals inductive biases in function learning.

[BibT_eX]

[DOI]

Douglas Sterling

Proceedings of the 34th Annual Meeting of the Cognitive Science Society, 2012

A unified theory of counterfactual reasoning.

[BibT_eX]

[DOI]

Proceedings of the 34th Annual Meeting of the Cognitive Science Society, 2012

2011

Evaluating the inverse decision-making approach to preference learning.

[BibT_eX]

[DOI]

Alan Jern

Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

A Bayesian model of navigation in squirrels.

[BibT_eX]

[DOI]

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

From preferences to choices and back again: evidence for human inconsistency and its implications.

[BibT_eX]

[DOI]