| method,authors,arlbench_version,tuning_seeds,evaluation_seeds,target_algorithm,environment,incumbent_performance,evaluation_performance | |
| Random Search,Demo,0.1.0,0-4,5-25,PPO,LunarLander-v2,200,110 | |
| Random Search,Demo,0.1.0,0-4,5-25,PPO,Brax Halfcheetah,4500,4200 | |
| Random Search,Demo,0.1.0,0-4,5-25,PPO,MiniGrid-Empty-5x5,0.1,0.9 | |
| Random Search,Demo,0.1.0,0-4,5-25,PPO,MiniGrid-FourRooms,0.01,0.0 | |
| Random Search,Demo,0.1.0,0-4,5-25,PPO,ALE-BattleZone-v5,500,200 | |
| Random Search,Demo,0.1.0,0-4,5-25,DQN,Acrobot-v1,-20,50 | |
| Random Search,Demo,0.1.0,0-4,5-25,DQN,MiniGrid-Empty-5x5,0.5,0.8 | |
| Random Search,Demo,0.1.0,0-4,5-25,DQN,MiniGrid-FourRooms,0.0,0.0 | |
| Random Search,Demo,0.1.0,0-4,5-25,DQN,ALE-BattleZone-v5,400,600 | |
| Random Search,Demo,0.1.0,0-4,5-25,SAC,BipedalWalker-v3,300,200 | |
| Random Search,Demo,0.1.0,0-4,5-25,SAC,Brax Halfcheetah,5000,4700 | |
| Random Search,Demo,0.1.0,0-4,5-25,SAC,Pendulum-v1,-140,-98 | |
| Random Search,Demo,0.1.0,0-4,5-25,SAC,MountainCarContinuous-v0,0.0,0.0 |