technique

Constrained Reinforcement Learning

techniqueactiveconstrained-reinforcement-learning-8fa1da84·1 events·first seen 28d ago

Aliases: Constrained Reinforcement Learning

Co-occurring entities

More like this (12)

Goal-Conditioned Reinforcement Learning Hierarchical Reinforcement Learning self-play reinforcement learning Entropy-Regularized Reinforcement Learning Reinforcement Learning TRL (Transformer Reinforcement Learning)decision-content decoupled reinforcement learning Constrained Beam Search Q-learning General Preference Reinforcement Learning shielded reinforcement learning Rule-Based Rewards

Recent events (1)

5Openai Blog·28d ago·source ↗

Safety Gym: OpenAI Releases RL Safety Constraint Benchmark Suite

OpenAI released Safety Gym, a suite of environments and tools designed to measure progress in training reinforcement learning agents that respect safety constraints during training. The toolkit targets the challenge of constrained RL, where agents must optimize objectives without violating specified safety boundaries. This represents an early formal effort by OpenAI to provide standardized benchmarking infrastructure for safe RL research.

Evaluation and Benchmarking AI Safety Research Constrained Reinforcement Learning OpenAI Safety Gym