Robert Tjarko Lange

According to our database, Robert Tjarko Lange authored at least 13 papers between 2019 and 2024.

Collaborative distances:

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

2024

Evolution Transformer: In-Context Evolutionary Optimization.

Robert Tjarko Lange, Yingtao Tian, Yujin Tang

CoRR, 2024

Large Language Models As Evolution Strategies.

Robert Tjarko Lange, Yingtao Tian, Yujin Tang

CoRR, 2024

Discovering Temporally-Aware Reinforcement Learning Algorithms.

Matthew Thomas Jackson, Chris Lu, Louis Kirsch, Robert Tjarko Lange, Shimon Whiteson, Jakob Nicolaus Foerster

CoRR, 2024

2023

JaxMARL: Multi-Agent RL Environments in JAX.

Alexander Rutherford, Benjamin Ellis, Matteo Gallici, Jonathan Cook, Andrei Lupu, Garðar Ingvarsson, Timon Willi, Akbir Khan, Christian Schröder de Witt, Alexandra Souly, Saptarashmi Bandyopadhyay, Mikayel Samvelyan, Minqi Jiang, Robert Tjarko Lange, Shimon Whiteson, Bruno Lacerda, Nick Hawes, Tim Rocktäschel, Chris Lu, Jakob Nicolaus Foerster

CoRR, 2023

NeuroEvoBench: Benchmarking Evolutionary Optimizers for Deep Learning Applications.

Robert Tjarko Lange, Yujin Tang, Yingtao Tian

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

Discovering Evolution Strategies via Meta-Black-Box Optimization.

Robert Tjarko Lange, Tom Schaul, Yutian Chen, Tom Zahavy, Valentin Dalibard, Chris Lu, Satinder Singh, Sebastian Flennerhag

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

Discovering Attention-Based Genetic Algorithms via Meta-Black-Box Optimization.

Robert Tjarko Lange, Tom Schaul, Yutian Chen, Chris Lu, Tom Zahavy, Valentin Dalibard, Sebastian Flennerhag

Proceedings of the Genetic and Evolutionary Computation Conference, 2023

Lottery tickets in evolutionary optimization: On sparse backpropagation-free trainability.

Robert Tjarko Lange, Henning Sprekeler

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

evosax: JAX-Based Evolution Strategies.

Robert Tjarko Lange

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

2022

On Lottery Tickets and Minimal Task Representations in Deep Reinforcement Learning.

Marc Aurel Vischer, Robert Tjarko Lange, Henning Sprekeler

Proceedings of the Tenth International Conference on Learning Representations, 2022

Learning Not to Learn: Nature versus Nurture In Silico.

Robert Tjarko Lange, Henning Sprekeler

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

2019

Reinforcement Learning with Structured Hierarchical Grammar Representations of Actions.

Petros Christodoulou, Robert Tjarko Lange, Ali Shafti, A. Aldo Faisal

CoRR, 2019

Action Grammars: A Cognitive Model for Learning Temporal Abstractions.

Robert Tjarko Lange, Aldo Faisal

CoRR, 2019