Learning Risk-Aware Costmaps via Inverse Reinforcement Learning for Off-Road Navigation

Author:

Triest Samuel1,Castro Mateo Guaman1,Maheshwari Parv2,Sivaprakasam Matthew1,Wang Wenshan1,Scherer Sebastian1

Affiliation:

1. Robotics Institute, Carnegie Mellon University,Pittsburgh,PA,USA

2. Indian Institute of Technology Kharagpur,Department of Mathematics

Funder

ARL

Publisher

IEEE

Reference45 articles.

1. Spatiotemporal Costmap Inference for MPC Via Deep Inverse Reinforcement Learning

2. Self-supervised exploration via disagreement;pathak;International Conference on Machine Learning,2019

3. Off-road Autonomous Vehicles Traversability Analysis and Trajectory Planning Based on Deep Inverse Reinforcement Learning

4. Maximum entropy inverse reinforcement learning;ziebart;AAAI,2008

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