Efficient Recurrent Off-Policy RL Requires a Context-Encoder-Specific Learning Rate

Fan-Ming Luo, Zuolin Tu, Zefang Huang +1

Real-world decision-making tasks are usually partially observable Markov decision processes (POMDPs), where the state is not fully observable. Recent progress has demonstrated that…