chitianqilin / visit-value-explore

This repository contains the source code for the paper Long-Term Visitation Value for Deep Exploration in Sparse Reward Reinforcement Learning.

• examples is for Section 3.
• ql is for Sections 4.1, 4.2.1, 4.2.2, and 4.2.3.
• inf_hor is for Section 4.2.4.
• ql_noise is for Section 4.2.5.
• dyna_vs_ql is for Appendix A.5.
• python scripts are to reproduce all plots and tables in Section 4 and Appendix A.

For export_fig you need this.