Artificial Intelligence #reinforcement learning#safe rl
CRAX Benchmark Delivers 100x Speedup for Safe Reinforcement Learning Research
Researchers have introduced CRAX (Constrained RL Accelerated with JAX), a fast safe reinforcement learning benchmark that leverages hardware acceleration to achieve up to 100x speedups over CPU-based alternatives. Built on MuJoCo XLA, it includes six environment suites and three agent-specific tasks across three difficulty levels. Evaluation of six popular safe RL methods reveals trade-offs between performance and safety, with curriculum learning improving results.
Jun 20, 2026 1 source
