Kevin Frans

According to our database1, Kevin Frans authored at least 14 papers between 2017 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

2017
2018
2019
2020
2021
2022
2023
2024
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4
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Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
OGBench: Benchmarking Offline Goal-Conditioned RL.
CoRR, 2024

Prioritized Generative Replay.
CoRR, 2024

Leveraging Skills from Unlabeled Prior Data for Efficient Online Exploration.
CoRR, 2024

One Step Diffusion via Shortcut Models.
CoRR, 2024

Is Value Learning Really the Main Bottleneck in Offline RL?
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Unsupervised Zero-Shot Reinforcement Learning via Functional Reward Encodings.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023
Powderworld: A Platform for Understanding Generalization via Rich Task Distributions.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022
CLIPDraw: Exploring Text-to-Drawing Synthesis through Language-Image Encoders.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021
Selecting for Selection: Learning To Balance Adaptive and Diversifying Pressures in Evolutionary Search.
CoRR, 2021

Population-Based Evolution Optimizes a Meta-Learning Objective.
CoRR, 2021

AI Charades: Language Models as Interactive Game Environments.
Proceedings of the 2021 IEEE Conference on Games (CoG), 2021

2018
Unsupervised Image to Sequence Translation with Canvas-Drawer Networks.
CoRR, 2018

Meta Learning Shared Hierarchies.
Proceedings of the 6th International Conference on Learning Representations, 2018

2017
Outline Colorization through Tandem Adversarial Networks.
CoRR, 2017


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