Lauffer, Niklas

5 publications

NeurIPS 2025 Robust and Diverse Multi-Agent Learning via Rational Policy Gradient Niklas Lauffer, Ameesh Shah, Micah Carroll, Sanjit A. Seshia, Stuart Russell, Michael D Dennis

NeurIPS 2024 Compositional Automata Embeddings for Goal-Conditioned Reinforcement Learning Beyazit Yalcinkaya, Niklas Lauffer, Marcell Vazquez-Chanlatte, Sanjit A. Seshia

NeurIPSW 2023 Automata Conditioned Reinforcement Learning with Experience Replay Beyazit Yalcinkaya, Niklas Lauffer, Marcell Vazquez-Chanlatte, Sanjit Seshia

NeurIPSW 2023 Welfare Diplomacy: Benchmarking Language Model Cooperation Gabriel Mukobi, Hannah Erlebach, Niklas Lauffer, Lewis Hammond, Alan Chan, Jesse Clifton

ICML 2023 Who Needs to Know? Minimal Knowledge for Optimal Coordination Niklas Lauffer, Ameesh Shah, Micah Carroll, Michael D Dennis, Stuart Russell