ClutteredRetrieval2D-o25

Initial State Distribution

Initial State Distribution

Random Action Behavior

Random Action Behavior

Usage

import kinder
env = kinder.make("kinder/ClutteredRetrieval2D-o25-v0")

Description

This variant has 25 obstructions.

Observation Space

The entries of an array in this Box space correspond to the following object features:

Index Object Feature
0 robot x
1 robot y
2 robot theta
3 robot base_radius
4 robot arm_joint
5 robot arm_length
6 robot vacuum
7 robot gripper_height
8 robot gripper_width
9 target_block x
10 target_block y
11 target_block theta
12 target_block static
13 target_block color_r
14 target_block color_g
15 target_block color_b
16 target_block z_order
17 target_block width
18 target_block height
19 target_region x
20 target_region y
21 target_region theta
22 target_region static
23 target_region color_r
24 target_region color_g
25 target_region color_b
26 target_region z_order
27 target_region width
28 target_region height
29 obstruction0 x
30 obstruction0 y
31 obstruction0 theta
32 obstruction0 static
33 obstruction0 color_r
34 obstruction0 color_g
35 obstruction0 color_b
36 obstruction0 z_order
37 obstruction0 width
38 obstruction0 height
39 obstruction1 x
40 obstruction1 y
41 obstruction1 theta
42 obstruction1 static
43 obstruction1 color_r
44 obstruction1 color_g
45 obstruction1 color_b
46 obstruction1 z_order
47 obstruction1 width
48 obstruction1 height
49 obstruction10 x
50 obstruction10 y
51 obstruction10 theta
52 obstruction10 static
53 obstruction10 color_r
54 obstruction10 color_g
55 obstruction10 color_b
56 obstruction10 z_order
57 obstruction10 width
58 obstruction10 height
59 obstruction11 x
60 obstruction11 y
61 obstruction11 theta
62 obstruction11 static
63 obstruction11 color_r
64 obstruction11 color_g
65 obstruction11 color_b
66 obstruction11 z_order
67 obstruction11 width
68 obstruction11 height
69 obstruction12 x
70 obstruction12 y
71 obstruction12 theta
72 obstruction12 static
73 obstruction12 color_r
74 obstruction12 color_g
75 obstruction12 color_b
76 obstruction12 z_order
77 obstruction12 width
78 obstruction12 height
79 obstruction13 x
80 obstruction13 y
81 obstruction13 theta
82 obstruction13 static
83 obstruction13 color_r
84 obstruction13 color_g
85 obstruction13 color_b
86 obstruction13 z_order
87 obstruction13 width
88 obstruction13 height
89 obstruction14 x
90 obstruction14 y
91 obstruction14 theta
92 obstruction14 static
93 obstruction14 color_r
94 obstruction14 color_g
95 obstruction14 color_b
96 obstruction14 z_order
97 obstruction14 width
98 obstruction14 height
99 obstruction15 x
100 obstruction15 y
101 obstruction15 theta
102 obstruction15 static
103 obstruction15 color_r
104 obstruction15 color_g
105 obstruction15 color_b
106 obstruction15 z_order
107 obstruction15 width
108 obstruction15 height
109 obstruction16 x
110 obstruction16 y
111 obstruction16 theta
112 obstruction16 static
113 obstruction16 color_r
114 obstruction16 color_g
115 obstruction16 color_b
116 obstruction16 z_order
117 obstruction16 width
118 obstruction16 height
119 obstruction17 x
120 obstruction17 y
121 obstruction17 theta
122 obstruction17 static
123 obstruction17 color_r
124 obstruction17 color_g
125 obstruction17 color_b
126 obstruction17 z_order
127 obstruction17 width
128 obstruction17 height
129 obstruction18 x
130 obstruction18 y
131 obstruction18 theta
132 obstruction18 static
133 obstruction18 color_r
134 obstruction18 color_g
135 obstruction18 color_b
136 obstruction18 z_order
137 obstruction18 width
138 obstruction18 height
139 obstruction19 x
140 obstruction19 y
141 obstruction19 theta
142 obstruction19 static
143 obstruction19 color_r
144 obstruction19 color_g
145 obstruction19 color_b
146 obstruction19 z_order
147 obstruction19 width
148 obstruction19 height
149 obstruction2 x
150 obstruction2 y
151 obstruction2 theta
152 obstruction2 static
153 obstruction2 color_r
154 obstruction2 color_g
155 obstruction2 color_b
156 obstruction2 z_order
157 obstruction2 width
158 obstruction2 height
159 obstruction20 x
160 obstruction20 y
161 obstruction20 theta
162 obstruction20 static
163 obstruction20 color_r
164 obstruction20 color_g
165 obstruction20 color_b
166 obstruction20 z_order
167 obstruction20 width
168 obstruction20 height
169 obstruction21 x
170 obstruction21 y
171 obstruction21 theta
172 obstruction21 static
173 obstruction21 color_r
174 obstruction21 color_g
175 obstruction21 color_b
176 obstruction21 z_order
177 obstruction21 width
178 obstruction21 height
179 obstruction22 x
180 obstruction22 y
181 obstruction22 theta
182 obstruction22 static
183 obstruction22 color_r
184 obstruction22 color_g
185 obstruction22 color_b
186 obstruction22 z_order
187 obstruction22 width
188 obstruction22 height
189 obstruction23 x
190 obstruction23 y
191 obstruction23 theta
192 obstruction23 static
193 obstruction23 color_r
194 obstruction23 color_g
195 obstruction23 color_b
196 obstruction23 z_order
197 obstruction23 width
198 obstruction23 height
199 obstruction24 x
200 obstruction24 y
201 obstruction24 theta
202 obstruction24 static
203 obstruction24 color_r
204 obstruction24 color_g
205 obstruction24 color_b
206 obstruction24 z_order
207 obstruction24 width
208 obstruction24 height
209 obstruction3 x
210 obstruction3 y
211 obstruction3 theta
212 obstruction3 static
213 obstruction3 color_r
214 obstruction3 color_g
215 obstruction3 color_b
216 obstruction3 z_order
217 obstruction3 width
218 obstruction3 height
219 obstruction4 x
220 obstruction4 y
221 obstruction4 theta
222 obstruction4 static
223 obstruction4 color_r
224 obstruction4 color_g
225 obstruction4 color_b
226 obstruction4 z_order
227 obstruction4 width
228 obstruction4 height
229 obstruction5 x
230 obstruction5 y
231 obstruction5 theta
232 obstruction5 static
233 obstruction5 color_r
234 obstruction5 color_g
235 obstruction5 color_b
236 obstruction5 z_order
237 obstruction5 width
238 obstruction5 height
239 obstruction6 x
240 obstruction6 y
241 obstruction6 theta
242 obstruction6 static
243 obstruction6 color_r
244 obstruction6 color_g
245 obstruction6 color_b
246 obstruction6 z_order
247 obstruction6 width
248 obstruction6 height
249 obstruction7 x
250 obstruction7 y
251 obstruction7 theta
252 obstruction7 static
253 obstruction7 color_r
254 obstruction7 color_g
255 obstruction7 color_b
256 obstruction7 z_order
257 obstruction7 width
258 obstruction7 height
259 obstruction8 x
260 obstruction8 y
261 obstruction8 theta
262 obstruction8 static
263 obstruction8 color_r
264 obstruction8 color_g
265 obstruction8 color_b
266 obstruction8 z_order
267 obstruction8 width
268 obstruction8 height
269 obstruction9 x
270 obstruction9 y
271 obstruction9 theta
272 obstruction9 static
273 obstruction9 color_r
274 obstruction9 color_g
275 obstruction9 color_b
276 obstruction9 z_order
277 obstruction9 width
278 obstruction9 height