Keep environment failures out of policy rewards

Define separate outcomes for solved tasks, valid task failures, exhausted task budgets and unscorable infrastructure failures. Preserve group membership and reset isolation when rewards feed agent reinforcement learning.

18 MIN · PREMIUM