Joey Hong

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

LMRL Gym: Benchmarks for Multi-Turn Reinforcement Learning with Language Models.

[BibT_eX]

[DOI]

CoRR, 2023

Zero-Shot Goal-Directed Dialogue via RL on Imagined Conversations.

[BibT_eX]

[DOI]

CoRR, 2023

ExeDec: Execution Decomposition for Compositional Generalization in Neural Program Synthesis.

[BibT_eX]

[DOI]

CoRR, 2023

Learning to Influence Human Behavior with Offline Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Multi-Task Off-Policy Learning from Bandit Feedback.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Confidence-Conditioned Value Functions for Offline Reinforcement Learning.

[BibT_eX]

[DOI]

Aviral Kumar

Proceedings of the Eleventh International Conference on Learning Representations, 2023

On the Sensitivity of Reward Inference to Misspecified Human Models.

[BibT_eX]

[DOI]

Kush Bhatia

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

When Should We Prefer Offline Reinforcement Learning Over Behavioral Cloning?

[BibT_eX]

[DOI]

CoRR, 2022

Compositional Generalization and Decomposition in Neural Program Synthesis.

[BibT_eX]

[DOI]

CoRR, 2022

Deep Hierarchy in Bandits.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Should I Run Offline Reinforcement Learning or Behavioral Cloning?

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

Thompson Sampling with a Mixture Prior.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

Hierarchical Bayesian Bandits.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Latent Programmer: Discrete Latent Codes for Program Synthesis.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

Non-Stationary Off-Policy Optimization.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

Non-Stationary Latent Bandits.

[BibT_eX]

[DOI]

CoRR, 2020

Piecewise-Stationary Off-Policy Optimization.

[BibT_eX]

[DOI]

CoRR, 2020

Latent Bandits Revisited.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Rules of the Road: Predicting Driving Behavior With a Convolutional Model of Semantic Interactions.

[BibT_eX]

[DOI]

Benjamin Sapp

James Philbin

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2017

Ensemble Maximum Entropy Classification and Linear Regression for Author Age Prediction.

[BibT_eX]

[DOI]