ProgAgent:A Continual RL Agent with Progress-Aware Rewards

Jinzhou Tan, Gabriel Adineera, Jinoh Kim

We present ProgAgent, a continual reinforcement learning (CRL) agent that unifies progress-aware reward learning with a high-throughput, JAX-native system architecture. Lifelong ro…