Breaking the Solver Bottleneck: Training Task Generators at the Learnable Frontier

Lorenz Wolf, Connor Watts, Roger Creus Castanyer +4

The limiting resource for training agents via reinforcement learning (RL) is increasingly frontier task supply: valid, solvable tasks just difficult enough to train the current mod…