Murilo Lopes da Luz

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

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…