Learning Long-Horizon Robot Exploration Strategies for Multi-object Search in Continuous Action Spaces

Author:

Schmalstieg Fabian,Honerkamp Daniel,Welschehold Tim,Valada Abhinav

Publisher

Springer Nature Switzerland

Reference31 articles.

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2. Beeching, E., Debangoye, J., Simonin, O., Wolf, C.: Deep reinforcement learning on a budget: 3D control and reasoning without a supercomputer. In: 25th International Conference on Pattern Recognition (ICPR), pp. 158–165 (2021)

3. Cattaneo, D., Vaghi, M., Valada, A.: LCDNet: deep loop closure detection and point cloud registration for LiDAR SLAM. IEEE Trans. Robot. 38, 2074–2093 (2022)

4. Chaplot, D.S., Gandhi, D., Gupta, S., Gupta, A., Salakhutdinov, R.: Learning to explore using active neural slam. In: International Conference on Learning Representations (ICLR) (2020)

5. Chaplot, D.S., Gandhi, D.P., Gupta, A., Salakhutdinov, R.R.: Object goal navigation using goal-oriented semantic exploration. In: Proceedings of the Conference on Neural Information Processing Systems (NeurIPS), vol. 33, pp. 4247–4258 (2020)

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