[{"id":212,"link":"https:\/\/marhes.unm.edu\/2018\/01\/04\/reinforcement-learning-for-obstacle-avoidance\/","name":"reinforcement-learning-for-obstacle-avoidance","thumbnail":{"url":"https:\/\/marhes.unm.edu\/wp-content\/uploads\/2025\/03\/media-12-1.png","alt":""},"title":"Reinforcement Learning for Obstacle Avoidance","author":{"name":"marhes","link":"https:\/\/marhes.unm.edu\/author\/marhes\/"},"date":"Jan 4, 2018","dateGMT":"2018-01-04 00:00:49","modifiedDate":"2025-03-14 17:37:11","modifiedDateGMT":"2025-03-14 17:37:11","commentCount":"0","commentStatus":"open","categories":{"coma":"<a href=\"https:\/\/marhes.unm.edu\/category\/uncategorized\/\" rel=\"category tag\">Uncategorized<\/a>","space":"<a href=\"https:\/\/marhes.unm.edu\/category\/uncategorized\/\" rel=\"category tag\">Uncategorized<\/a>"},"taxonomies":{"post_tag":"<a href='https:\/\/marhes.unm.edu\/tag\/bellman\/' rel='post_tag'>bellman<\/a><a href='https:\/\/marhes.unm.edu\/tag\/c\/' rel='post_tag'>C++<\/a><a href='https:\/\/marhes.unm.edu\/tag\/deep-q-learning\/' rel='post_tag'>deep Q-learning<\/a><a href='https:\/\/marhes.unm.edu\/tag\/epsilon-greedy\/' rel='post_tag'>epsilon greedy<\/a><a href='https:\/\/marhes.unm.edu\/tag\/keras\/' rel='post_tag'>keras<\/a><a href='https:\/\/marhes.unm.edu\/tag\/obstacle-avoidance\/' rel='post_tag'>obstacle avoidance<\/a><a href='https:\/\/marhes.unm.edu\/tag\/python\/' rel='post_tag'>python<\/a><a href='https:\/\/marhes.unm.edu\/tag\/q-learning\/' rel='post_tag'>q learning<\/a><a href='https:\/\/marhes.unm.edu\/tag\/quadrotor\/' rel='post_tag'>quadrotor<\/a><a href='https:\/\/marhes.unm.edu\/tag\/quadrotor-navigation\/' rel='post_tag'>quadrotor navigation<\/a><a href='https:\/\/marhes.unm.edu\/tag\/reinforcement-learning\/' rel='post_tag'>reinforcement learning<\/a><a href='https:\/\/marhes.unm.edu\/tag\/ros\/' rel='post_tag'>ROS<\/a><a href='https:\/\/marhes.unm.edu\/tag\/shakeeb-ahmad\/' rel='post_tag'>Shakeeb Ahmad<\/a>"},"readTime":{"min":0,"sec":58},"status":"publish","excerpt":""},{"id":209,"link":"https:\/\/marhes.unm.edu\/2018\/01\/03\/stereo-vision-based-obstacle-avoidance\/","name":"stereo-vision-based-obstacle-avoidance","thumbnail":{"url":"https:\/\/marhes.unm.edu\/wp-content\/uploads\/2025\/03\/media-13-1.png","alt":""},"title":"Stereo Vision-Based Obstacle Avoidance","author":{"name":"marhes","link":"https:\/\/marhes.unm.edu\/author\/marhes\/"},"date":"Jan 3, 2018","dateGMT":"2018-01-03 00:00:04","modifiedDate":"2025-03-14 17:36:52","modifiedDateGMT":"2025-03-14 17:36:52","commentCount":"0","commentStatus":"open","categories":{"coma":"<a href=\"https:\/\/marhes.unm.edu\/category\/uncategorized\/\" rel=\"category tag\">Uncategorized<\/a>","space":"<a href=\"https:\/\/marhes.unm.edu\/category\/uncategorized\/\" rel=\"category tag\">Uncategorized<\/a>"},"taxonomies":{"post_tag":"<a href='https:\/\/marhes.unm.edu\/tag\/c\/' rel='post_tag'>C++<\/a><a href='https:\/\/marhes.unm.edu\/tag\/computer-vision\/' rel='post_tag'>computer vision<\/a><a href='https:\/\/marhes.unm.edu\/tag\/jetson\/' rel='post_tag'>Jetson<\/a><a href='https:\/\/marhes.unm.edu\/tag\/jetson-tx2\/' rel='post_tag'>Jetson TX2<\/a><a href='https:\/\/marhes.unm.edu\/tag\/obstacle-avoidance\/' rel='post_tag'>obstacle avoidance<\/a><a href='https:\/\/marhes.unm.edu\/tag\/opencv\/' rel='post_tag'>OpenCV<\/a><a href='https:\/\/marhes.unm.edu\/tag\/race-the-sun\/' rel='post_tag'>race the sun<\/a><a href='https:\/\/marhes.unm.edu\/tag\/ros\/' rel='post_tag'>ROS<\/a><a href='https:\/\/marhes.unm.edu\/tag\/shakeeb-ahmad\/' rel='post_tag'>Shakeeb Ahmad<\/a><a href='https:\/\/marhes.unm.edu\/tag\/stereo-vision\/' rel='post_tag'>stereo vision<\/a><a href='https:\/\/marhes.unm.edu\/tag\/uav\/' rel='post_tag'>UAV<\/a><a href='https:\/\/marhes.unm.edu\/tag\/zed-mini-stereo-camera\/' rel='post_tag'>ZED-mini stereo camera<\/a>"},"readTime":{"min":1,"sec":0},"status":"publish","excerpt":""},{"id":206,"link":"https:\/\/marhes.unm.edu\/2018\/01\/02\/autonomous-maneuver-through-square-targets\/","name":"autonomous-maneuver-through-square-targets","thumbnail":{"url":"https:\/\/marhes.unm.edu\/wp-content\/uploads\/2025\/03\/media-14-1.png","alt":""},"title":"Autonomous Maneuver through Square Targets","author":{"name":"marhes","link":"https:\/\/marhes.unm.edu\/author\/marhes\/"},"date":"Jan 2, 2018","dateGMT":"2018-01-02 00:00:38","modifiedDate":"2025-03-14 18:03:33","modifiedDateGMT":"2025-03-14 18:03:33","commentCount":"0","commentStatus":"open","categories":{"coma":"<a href=\"https:\/\/marhes.unm.edu\/category\/uncategorized\/\" rel=\"category tag\">Uncategorized<\/a>","space":"<a href=\"https:\/\/marhes.unm.edu\/category\/uncategorized\/\" rel=\"category tag\">Uncategorized<\/a>"},"taxonomies":{"post_tag":"<a href='https:\/\/marhes.unm.edu\/tag\/autonomous\/' rel='post_tag'>autonomous<\/a><a href='https:\/\/marhes.unm.edu\/tag\/c\/' rel='post_tag'>C++<\/a><a href='https:\/\/marhes.unm.edu\/tag\/greg-brunson\/' rel='post_tag'>Greg Brunson<\/a><a href='https:\/\/marhes.unm.edu\/tag\/jetson\/' rel='post_tag'>Jetson<\/a><a href='https:\/\/marhes.unm.edu\/tag\/nvidia-jetson-tk1\/' rel='post_tag'>NVIDIA Jetson TK1<\/a><a href='https:\/\/marhes.unm.edu\/tag\/ros\/' rel='post_tag'>ROS<\/a><a href='https:\/\/marhes.unm.edu\/tag\/sensing\/' rel='post_tag'>sensing<\/a><a href='https:\/\/marhes.unm.edu\/tag\/shakeeb-ahmad\/' rel='post_tag'>Shakeeb Ahmad<\/a><a href='https:\/\/marhes.unm.edu\/tag\/target\/' rel='post_tag'>target<\/a><a href='https:\/\/marhes.unm.edu\/tag\/visual-odometry\/' rel='post_tag'>visual odometry<\/a><a href='https:\/\/marhes.unm.edu\/tag\/zed-stereo-camera\/' rel='post_tag'>ZED stereo camera<\/a>"},"readTime":{"min":0,"sec":45},"status":"publish","excerpt":""},{"id":201,"link":"https:\/\/marhes.unm.edu\/2018\/01\/01\/pursuit-evasion\/","name":"pursuit-evasion","thumbnail":{"url":"https:\/\/marhes.unm.edu\/wp-content\/uploads\/2025\/03\/media-15-1.png","alt":""},"title":"Pursuit-Evasion","author":{"name":"marhes","link":"https:\/\/marhes.unm.edu\/author\/marhes\/"},"date":"Jan 1, 2018","dateGMT":"2018-01-01 00:00:46","modifiedDate":"2025-03-14 18:03:17","modifiedDateGMT":"2025-03-14 18:03:17","commentCount":"0","commentStatus":"open","categories":{"coma":"<a href=\"https:\/\/marhes.unm.edu\/category\/uncategorized\/\" rel=\"category tag\">Uncategorized<\/a>","space":"<a href=\"https:\/\/marhes.unm.edu\/category\/uncategorized\/\" rel=\"category tag\">Uncategorized<\/a>"},"taxonomies":{"post_tag":"<a href='https:\/\/marhes.unm.edu\/tag\/abraham-p-vinod\/' rel='post_tag'>Abraham P. Vinod<\/a><a href='https:\/\/marhes.unm.edu\/tag\/aerial\/' rel='post_tag'>aerial<\/a><a href='https:\/\/marhes.unm.edu\/tag\/aerial-supression\/' rel='post_tag'>aerial supression<\/a><a href='https:\/\/marhes.unm.edu\/tag\/airborne\/' rel='post_tag'>airborne<\/a><a href='https:\/\/marhes.unm.edu\/tag\/airborne-platform\/' rel='post_tag'>airborne platform<\/a><a href='https:\/\/marhes.unm.edu\/tag\/asap\/' rel='post_tag'>ASAP<\/a><a href='https:\/\/marhes.unm.edu\/tag\/baisravan-homchaudhuri\/' rel='post_tag'>Baisravan HomChaudhuri<\/a><a href='https:\/\/marhes.unm.edu\/tag\/christoph-hintz\/' rel='post_tag'>Christoph Hintz<\/a><a href='https:\/\/marhes.unm.edu\/tag\/dr-meeko-oishi\/' rel='post_tag'>Dr. Meeko Oishi<\/a><a href='https:\/\/marhes.unm.edu\/tag\/evasion\/' rel='post_tag'>evasion<\/a><a href='https:\/\/marhes.unm.edu\/tag\/greg-brunson\/' rel='post_tag'>Greg Brunson<\/a><a href='https:\/\/marhes.unm.edu\/tag\/pursuit\/' rel='post_tag'>pursuit<\/a><a href='https:\/\/marhes.unm.edu\/tag\/sandia\/' rel='post_tag'>Sandia<\/a><a href='https:\/\/marhes.unm.edu\/tag\/sandia-national-labs\/' rel='post_tag'>Sandia National Labs<\/a><a href='https:\/\/marhes.unm.edu\/tag\/shakeeb-ahmad\/' rel='post_tag'>Shakeeb Ahmad<\/a><a href='https:\/\/marhes.unm.edu\/tag\/snl\/' rel='post_tag'>SNL<\/a>"},"readTime":{"min":0,"sec":34},"status":"publish","excerpt":""},{"id":198,"link":"https:\/\/marhes.unm.edu\/2017\/01\/02\/cooperative-3-d-mapping\/","name":"cooperative-3-d-mapping","thumbnail":{"url":"https:\/\/marhes.unm.edu\/wp-content\/uploads\/2017\/01\/kamigami-robots-created-by-dash-robotics.webp","alt":""},"title":"Cooperative 3-D Mapping","author":{"name":"marhes","link":"https:\/\/marhes.unm.edu\/author\/marhes\/"},"date":"Jan 2, 2017","dateGMT":"2017-01-02 00:00:15","modifiedDate":"2025-03-14 17:35:26","modifiedDateGMT":"2025-03-14 17:35:26","commentCount":"0","commentStatus":"open","categories":{"coma":"<a href=\"https:\/\/marhes.unm.edu\/category\/uncategorized\/\" rel=\"category tag\">Uncategorized<\/a>","space":"<a href=\"https:\/\/marhes.unm.edu\/category\/uncategorized\/\" rel=\"category tag\">Uncategorized<\/a>"},"taxonomies":{"post_tag":"<a href='https:\/\/marhes.unm.edu\/tag\/3d\/' rel='post_tag'>3d<\/a><a href='https:\/\/marhes.unm.edu\/tag\/afrl\/' rel='post_tag'>AFRL<\/a><a href='https:\/\/marhes.unm.edu\/tag\/arl\/' rel='post_tag'>ARL<\/a><a href='https:\/\/marhes.unm.edu\/tag\/heterogeneous\/' rel='post_tag'>heterogeneous<\/a><a href='https:\/\/marhes.unm.edu\/tag\/jonathan-west\/' rel='post_tag'>Jonathan West<\/a><a href='https:\/\/marhes.unm.edu\/tag\/joseph-kloeppel\/' rel='post_tag'>Joseph Kloeppel<\/a><a href='https:\/\/marhes.unm.edu\/tag\/mapping\/' rel='post_tag'>mapping<\/a><a href='https:\/\/marhes.unm.edu\/tag\/mast-cta\/' rel='post_tag'>MAST-CTA<\/a><a href='https:\/\/marhes.unm.edu\/tag\/minirorach\/' rel='post_tag'>minirorach<\/a><a href='https:\/\/marhes.unm.edu\/tag\/raspberry-pi\/' rel='post_tag'>raspberry pi<\/a><a href='https:\/\/marhes.unm.edu\/tag\/ros\/' rel='post_tag'>ROS<\/a><a href='https:\/\/marhes.unm.edu\/tag\/shakeeb-ahmad\/' rel='post_tag'>Shakeeb Ahmad<\/a>"},"readTime":{"min":1,"sec":8},"status":"publish","excerpt":""},{"id":194,"link":"https:\/\/marhes.unm.edu\/2017\/01\/01\/flying-inverted-pendulum\/","name":"flying-inverted-pendulum","thumbnail":{"url":"https:\/\/marhes.unm.edu\/wp-content\/uploads\/2025\/03\/media-17.png","alt":""},"title":"Flying Inverted Pendulum","author":{"name":"marhes","link":"https:\/\/marhes.unm.edu\/author\/marhes\/"},"date":"Jan 1, 2017","dateGMT":"2017-01-01 00:00:25","modifiedDate":"2025-03-14 17:34:43","modifiedDateGMT":"2025-03-14 17:34:43","commentCount":"0","commentStatus":"open","categories":{"coma":"<a href=\"https:\/\/marhes.unm.edu\/category\/uncategorized\/\" rel=\"category tag\">Uncategorized<\/a>","space":"<a href=\"https:\/\/marhes.unm.edu\/category\/uncategorized\/\" rel=\"category tag\">Uncategorized<\/a>"},"taxonomies":{"post_tag":"<a href='https:\/\/marhes.unm.edu\/tag\/astec-hummingbird\/' rel='post_tag'>AsTec hummingbird<\/a><a href='https:\/\/marhes.unm.edu\/tag\/christoph-hintz\/' rel='post_tag'>Christoph Hintz<\/a><a href='https:\/\/marhes.unm.edu\/tag\/gazebo\/' rel='post_tag'>Gazebo<\/a><a href='https:\/\/marhes.unm.edu\/tag\/inverted-pendulum\/' rel='post_tag'>inverted pendulum<\/a><a href='https:\/\/marhes.unm.edu\/tag\/joseph-kloeppel\/' rel='post_tag'>Joseph Kloeppel<\/a><a href='https:\/\/marhes.unm.edu\/tag\/odroid\/' rel='post_tag'>odroid<\/a><a href='https:\/\/marhes.unm.edu\/tag\/pendulum\/' rel='post_tag'>pendulum<\/a><a href='https:\/\/marhes.unm.edu\/tag\/quadrotor\/' rel='post_tag'>quadrotor<\/a><a href='https:\/\/marhes.unm.edu\/tag\/ros\/' rel='post_tag'>ROS<\/a><a href='https:\/\/marhes.unm.edu\/tag\/shakeeb-ahmad\/' rel='post_tag'>Shakeeb Ahmad<\/a>"},"readTime":{"min":1,"sec":11},"status":"publish","excerpt":""},{"id":182,"link":"https:\/\/marhes.unm.edu\/2016\/01\/01\/mobile-motion-capture-testbed\/","name":"mobile-motion-capture-testbed","thumbnail":{"url":"https:\/\/marhes.unm.edu\/wp-content\/uploads\/2025\/03\/kamigami-robots-created-by-dash-robotics.webp","alt":""},"title":"Mobile Motion Capture Testbed","author":{"name":"marhes","link":"https:\/\/marhes.unm.edu\/author\/marhes\/"},"date":"Jan 1, 2016","dateGMT":"2016-01-01 00:00:47","modifiedDate":"2025-03-14 17:35:44","modifiedDateGMT":"2025-03-14 17:35:44","commentCount":"0","commentStatus":"open","categories":{"coma":"<a href=\"https:\/\/marhes.unm.edu\/category\/uncategorized\/\" rel=\"category tag\">Uncategorized<\/a>","space":"<a href=\"https:\/\/marhes.unm.edu\/category\/uncategorized\/\" rel=\"category tag\">Uncategorized<\/a>"},"taxonomies":{"post_tag":"<a href='https:\/\/marhes.unm.edu\/tag\/apriltags\/' rel='post_tag'>AprilTags<\/a><a href='https:\/\/marhes.unm.edu\/tag\/capture\/' rel='post_tag'>capture<\/a><a href='https:\/\/marhes.unm.edu\/tag\/gazebo\/' rel='post_tag'>Gazebo<\/a><a href='https:\/\/marhes.unm.edu\/tag\/ground-robots\/' rel='post_tag'>ground robots<\/a><a href='https:\/\/marhes.unm.edu\/tag\/jasmin-regalado\/' rel='post_tag'>Jasmin Regalado<\/a><a href='https:\/\/marhes.unm.edu\/tag\/joseph-kloeppel\/' rel='post_tag'>Joseph Kloeppel<\/a><a href='https:\/\/marhes.unm.edu\/tag\/mast-cta\/' rel='post_tag'>MAST-CTA<\/a><a href='https:\/\/marhes.unm.edu\/tag\/minirorach\/' rel='post_tag'>minirorach<\/a><a href='https:\/\/marhes.unm.edu\/tag\/multi-vehicle\/' rel='post_tag'>multi-vehicle<\/a><a href='https:\/\/marhes.unm.edu\/tag\/portable\/' rel='post_tag'>portable<\/a><a href='https:\/\/marhes.unm.edu\/tag\/quadrotor\/' rel='post_tag'>quadrotor<\/a><a href='https:\/\/marhes.unm.edu\/tag\/rasppberry-pi\/' rel='post_tag'>Rasppberry Pi<\/a><a href='https:\/\/marhes.unm.edu\/tag\/ros\/' rel='post_tag'>ROS<\/a><a href='https:\/\/marhes.unm.edu\/tag\/rviz\/' rel='post_tag'>Rviz<\/a><a href='https:\/\/marhes.unm.edu\/tag\/shakeeb-ahmad\/' rel='post_tag'>Shakeeb Ahmad<\/a><a href='https:\/\/marhes.unm.edu\/tag\/simulation\/' rel='post_tag'>simulation<\/a><a href='https:\/\/marhes.unm.edu\/tag\/swarm\/' rel='post_tag'>swarm<\/a><a href='https:\/\/marhes.unm.edu\/tag\/testbed\/' rel='post_tag'>testbed<\/a><a href='https:\/\/marhes.unm.edu\/tag\/uav\/' rel='post_tag'>UAV<\/a>"},"readTime":{"min":1,"sec":42},"status":"publish","excerpt":""},{"id":177,"link":"https:\/\/marhes.unm.edu\/2016\/01\/01\/f1-10-racing\/","name":"f1-10-racing","thumbnail":{"url":"https:\/\/marhes.unm.edu\/wp-content\/uploads\/2025\/03\/media-21.png","alt":""},"title":"F1\/10 Racing","author":{"name":"marhes","link":"https:\/\/marhes.unm.edu\/author\/marhes\/"},"date":"Jan 1, 2016","dateGMT":"2016-01-01 00:00:17","modifiedDate":"2025-03-14 18:02:47","modifiedDateGMT":"2025-03-14 18:02:47","commentCount":"0","commentStatus":"open","categories":{"coma":"<a href=\"https:\/\/marhes.unm.edu\/category\/uncategorized\/\" rel=\"category tag\">Uncategorized<\/a>","space":"<a href=\"https:\/\/marhes.unm.edu\/category\/uncategorized\/\" rel=\"category tag\">Uncategorized<\/a>"},"taxonomies":{"post_tag":"<a href='https:\/\/marhes.unm.edu\/tag\/autonomous\/' rel='post_tag'>autonomous<\/a><a href='https:\/\/marhes.unm.edu\/tag\/carolina-gomez\/' rel='post_tag'>Carolina Gomez<\/a><a href='https:\/\/marhes.unm.edu\/tag\/competition\/' rel='post_tag'>competition<\/a><a href='https:\/\/marhes.unm.edu\/tag\/f1-10\/' rel='post_tag'>F1\/10<\/a><a href='https:\/\/marhes.unm.edu\/tag\/f110\/' rel='post_tag'>f110<\/a><a href='https:\/\/marhes.unm.edu\/tag\/greg-brunson\/' rel='post_tag'>Greg Brunson<\/a><a href='https:\/\/marhes.unm.edu\/tag\/jonathan-west\/' rel='post_tag'>Jonathan West<\/a><a href='https:\/\/marhes.unm.edu\/tag\/racing\/' rel='post_tag'>racing<\/a><a href='https:\/\/marhes.unm.edu\/tag\/rebecca-kreitinger\/' rel='post_tag'>Rebecca Kreitinger<\/a>"},"readTime":{"min":1,"sec":38},"status":"publish","excerpt":""},{"id":1,"link":"https:\/\/marhes.unm.edu\/2014\/01\/01\/exploiting-heterogeneity\/","name":"exploiting-heterogeneity","thumbnail":{"url":"https:\/\/marhes.unm.edu\/wp-content\/uploads\/2014\/01\/media-20.png","alt":""},"title":"Exploiting Heterogeneity","author":{"name":"marhes","link":"https:\/\/marhes.unm.edu\/author\/marhes\/"},"date":"Jan 1, 2014","dateGMT":"2014-01-01 00:00:02","modifiedDate":"2025-03-14 16:36:48","modifiedDateGMT":"2025-03-14 16:36:48","commentCount":"0","commentStatus":"open","categories":{"coma":"<a href=\"https:\/\/marhes.unm.edu\/category\/uncategorized\/\" rel=\"category tag\">Uncategorized<\/a>","space":"<a href=\"https:\/\/marhes.unm.edu\/category\/uncategorized\/\" rel=\"category tag\">Uncategorized<\/a>"},"taxonomies":{"post_tag":"<a href='https:\/\/marhes.unm.edu\/tag\/a-stuntz\/' rel='post_tag'>A. Stuntz<\/a><a href='https:\/\/marhes.unm.edu\/tag\/aerial-vehicles\/' rel='post_tag'>aerial vehicles<\/a><a href='https:\/\/marhes.unm.edu\/tag\/communication\/' rel='post_tag'>communication<\/a><a href='https:\/\/marhes.unm.edu\/tag\/ground-robots\/' rel='post_tag'>ground robots<\/a><a href='https:\/\/marhes.unm.edu\/tag\/hazardous-environments\/' rel='post_tag'>hazardous environments<\/a><a href='https:\/\/marhes.unm.edu\/tag\/heterogeneity\/' rel='post_tag'>Heterogeneity<\/a><a href='https:\/\/marhes.unm.edu\/tag\/mast-cta\/' rel='post_tag'>MAST-CTA<\/a><a href='https:\/\/marhes.unm.edu\/tag\/octoroaches\/' rel='post_tag'>octoroaches<\/a><a href='https:\/\/marhes.unm.edu\/tag\/patricio-j-cruz\/' rel='post_tag'>Patricio J. Cruz<\/a><a href='https:\/\/marhes.unm.edu\/tag\/quadrotors\/' rel='post_tag'>quadrotors<\/a><a href='https:\/\/marhes.unm.edu\/tag\/uav\/' rel='post_tag'>UAV<\/a>"},"readTime":{"min":2,"sec":3},"status":"publish","excerpt":""}]