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Jacques Cloete

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#artificial intelligence Preprint Sep 2026

Jaxolotl: A Unified High-Performance Benchmark Suite for LTL-Based Multi-Task RL

Training agents to follow arbitrary instructions is an important goal of multi-task reinforcement learning (RL). Linear temporal logic (LTL) provides a precise and structured formalism for specifying instructions to agents, and has been successfully adopted for training generalist multi-task policies. However, differen...

Mathias Jackermeier, Jacques Cloete, Alessandro Abate · 0 citations

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