Thomas Schmied

According to our database, Thomas Schmied authored at least 6 papers between 2021 and 2024.

Collaborative distances:

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

2024

One Initialization to Rule them All: Fine-tuning via Explained Variance Adaptation.

Fabian Paischer, Lukas Hauzenberger, Thomas Schmied, Benedikt Alkin, Marc Peter Deisenroth, Sepp Hochreiter

CoRR, 2024

Retrieval-Augmented Decision Transformer: External Memory for In-context RL.

Thomas Schmied, Fabian Paischer, Vihang Patil, Markus Hofmarcher, Razvan Pascanu, Sepp Hochreiter

CoRR, 2024

2023

Learning to Modulate pre-trained Models in RL.

Thomas Schmied, Markus Hofmarcher, Fabian Paischer, Razvan Pascanu, Sepp Hochreiter

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

2022

Reactive Exploration to Cope With Non-Stationarity in Lifelong Reinforcement Learning.

Christian Alexander Steinparz, Thomas Schmied, Fabian Paischer, Marius-Constantin Dinu, Vihang Prakash Patil, Angela Bitto-Nemling, Hamid Eghbal-zadeh, Sepp Hochreiter

Proceedings of the Conference on Lifelong Learning Agents, 2022

2021

Fast and Data-Efficient Training of Rainbow: an Experimental Study on Atari.

Dominik Schmidt, Thomas Schmied

CoRR, 2021

Towards a General Framework for ML-based Self-tuning Databases.

Thomas Schmied, Diego Didona, Andreas C. Döring, Thomas P. Parnell, Nikolas Ioannou

Proceedings of the EuroMLSys@EuroSys 2021, 2021