| ALRReacher-v0 | Modified (5 links) Mujoco gym's Reacher-v2(2 links) | 200 | 5 | 21 | 
| ALRReacherSparse-v0 | Same as ALRReacher-v0, but the distance penalty is only provided in the last time step. | 200 | 5 | 21 | 
| ALRReacherSparseBalanced-v0 | Same as ALRReacherSparse-v0, but the end-effector has to remain upright. | 200 | 5 | 21 | 
| ALRLongReacher-v0 | Modified (7 links) Mujoco gym's Reacher-v2(2 links) | 200 | 7 | 27 | 
| ALRLongReacherSparse-v0 | Same as ALRLongReacher-v0, but the distance penalty is only provided in the last time step. | 200 | 7 | 27 | 
| ALRLongReacherSparseBalanced-v0 | Same as ALRLongReacherSparse-v0, but the end-effector has to remain upright. | 200 | 7 | 27 | 
| ALRBallInACupSimple-v0 | Ball-in-a-cup task where a robot needs to catch a ball attached to a cup at its end-effector. | 4000 | 3 | wip | 
| ALRBallInACup-v0 | Ball-in-a-cup task where a robot needs to catch a ball attached to a cup at its end-effector | 4000 | 7 | wip | 
| ALRBallInACupGoal-v0 | Similar to ALRBallInACupSimple-v0but the ball needs to be caught at a specified goal position | 4000 | 7 | wip |