ARISE: Adaptive Reinforcement Integrated with Swarm Exploration

Rajiv Chaitanya M, D R Ramesh Babu

Effective exploration remains a key challenge in RL, especially with non-stationary rewards or high-dimensional policies. We introduce ARISE, a lightweight framework that enhances…