Procgen understanding-rl-visionopenai • Updated 2025 Jan 3 21:53 PPO GAE integrated gradients → NMF → attribute extraction/editingUnderstanding RL VisionWith diverse environments, we can analyze, diagnose and edit deep reinforcement learning models using attribution.https://distill.pub/2020/understanding-rl-vision/Procgen BenchmarkWe’re releasing Procgen Benchmark, 16 simple-to-use procedurally-generated environments which provide a direct measure of how quickly a reinforcement learning agent learns generalizable skills.https://openai.com/index/procgen-benchmark/
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