SIBRE: Self Improvement Based REwards for Adaptive Feedback in Reinforcement Learning

Somjit Nath, Richa Verma, Abhik Ray +1

We propose a generic reward shaping approach for improving the rate of convergence in reinforcement learning (RL), called Self Improvement Based REwards, or SIBRE. The approach is…