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OpenAI introduces Safety Gym, a new benchmark environment and toolkit for studying constrained reinforcement learning and safe exploration. The platform features multiple robots and tasks designed to quantify and measure safe exploration through cost functions alongside reward functions.
OpenAI proposes standardizing constrained RL as the formalism for safe exploration and introduces Safety Gym, a benchmark suite for evaluating safe deep RL algorithms in high-dimensional continuous control tasks with safety constraints.