Amogh Palasamudram

Reinforcement Learning for Reachability: Guaranteeing Asymptotic Optimality

{\em Reinforcement learning} (RL) for {\em reachability specifications} is fundamental in sequential decision-making, yet theoretical guarantees remain less explored. A recent work achieves {\em asymptotic convergence} to optimal policies. However, this approach provides limited insight into converg…