LMRL Gym: Benchmarks for Multi-Turn Reinforcement Learning with Language Models

1 code implementation • 30 Nov 2023 • Marwa Abdulhai, Isadora White, Charlie Snell, Charles Sun, Joey Hong, Yuexiang Zhai, Kelvin Xu, Sergey Levine

Developing such algorithms requires tasks that can gauge progress on algorithm design, provide accessible and reproducible evaluations for multi-turn interactions, and cover a range of task properties and challenges in improving reinforcement learning algorithms.

reinforcement-learning Text Generation