Reinforcement Learning on InvertedPendulum Gymnasium
1,000Mean Best RewardProPS
Evaluation results
| Method | Links | |
|---|---|---|
| ProPSEpisodes per run=8,000, Language Model backbone=GPT-4o, Independent runs=102026.05 | 1,000 | |
| ProPS+Episodes per run=8,000, Language Model backbone=GPT-4o, Independent runs=102026.05 | 1,000 | |
| R2POEpisodes per run=4,000, Language Model backbone=gpt-oss:20b, Independent runs=102026.05 | 1,000 | |
| TRPOEpisodes per run=8,000, Independent runs=102026.05 | 571.31 | |
| PPOEpisodes per run=8,000, Independent runs=102026.05 | 218.65 |