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A goal-driven autonomous exploration through deep reinforcement learning (ICRA 2022) system that combines reactive and planned robot navigation in unknown environments

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Hi , I've read your paper and I 'm confused about how the robot know the location of global goal. The environment is unknow and the global goal is unseen...

Hi, when I was experimenting in a real world environment, I noticed that my LiDAR data was often abnormal, as shown below, has this happened to you?and I would like...

Dear Reinis Cimurs, I hope this message finds you well.First of all thank you very much for the work you have done, it has helped me a lot. Now I'm...

Hi Reinis Cimurs, first of all, thank you very much for sharing. I have a question about this program. Does this program include local planning and global planning?

Hi Reinis Cimurs, May I ask why not continue to use pytorch and instead use TensorFlow here? Is it feasible for me to change it to versions after TensorFlow 2.0?...

I'm encountering an issue with my laser sensor data, my laser sensor has a 180-degree range with 720 samples, When attempting to divide the laser data into left and right...

Hi, thank you for making such great work open source. But I do have some questions: `def test(env, actor):` while True: action = [0.0, 0.0] s2, toGoal = env.step(action) s...

Hi, thanks for sharing your marvelous work! I got some issues with the simulation using GADE, becasue I don't have an actual car. I have trained the model from your...

![image](https://github.com/reiniscimurs/GDAE/assets/59954416/ed316bc4-1699-41d6-8869-753d2df8747a) Here, after dividing the readings into 19 groups, why divide the laser state by 10? If I still use simulated laser in Project drl-robot-navigation to divide 360 readings into...

What does the variable "nodes" in line 140 of GDAE_env.py represent. Are these the blue dots in the map or each indiviudal coordinate in the map Really appreciate your resources...