RAMP: Hybrid DRL for Online Learning of Numeric Action Models
Researchers introduce RAMP, a novel approach combining reinforcement learning and action model learning for numeric domains. This method enables online learning directly from environment interactions, eliminating the need for pre-recorded expert traces.