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telma woerle de lima soares

1 accepted papers

2025

Sliding Puzzles Gym: A Scalable Benchmark for State Representation in Visual Reinforcement Learning

ICML 2025poster

Effective visual representation learning is crucial for reinforcement learning (RL) agents to extract task-relevant information from raw sensory inputs and generalize across diverse environments. However, existing RL benchmarks lack the ability to systematically evaluate representation learning capa…