LightningCreeper commited on
Commit
d7fc4db
·
verified ·
1 Parent(s): b767a57

Publish WIA technical report as a static paper Space

Browse files
Files changed (5) hide show
  1. .gitattributes +2 -0
  2. README.md +27 -4
  3. Tech_Report__WAM.pdf +3 -0
  4. cover.png +3 -0
  5. index.html +188 -17
.gitattributes CHANGED
@@ -33,3 +33,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
33
  *.zip filter=lfs diff=lfs merge=lfs -text
34
  *.zst filter=lfs diff=lfs merge=lfs -text
35
  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
 
33
  *.zip filter=lfs diff=lfs merge=lfs -text
34
  *.zst filter=lfs diff=lfs merge=lfs -text
35
  *tfevents* filter=lfs diff=lfs merge=lfs -text
36
+ cover.png filter=lfs diff=lfs merge=lfs -text
37
+ Tech_Report__WAM.pdf filter=lfs diff=lfs merge=lfs -text
README.md CHANGED
@@ -1,10 +1,33 @@
1
  ---
2
  title: WIA Technical Report
3
- emoji: 🐨
4
- colorFrom: purple
5
  colorTo: red
6
  sdk: static
7
- pinned: false
 
 
 
 
 
 
 
8
  ---
9
 
10
- Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
  ---
2
  title: WIA Technical Report
3
+ emoji: 📄
4
+ colorFrom: yellow
5
  colorTo: red
6
  sdk: static
7
+ app_file: index.html
8
+ fullWidth: true
9
+ short_description: World Intelligence Agent - technical report and PDF
10
+ tags:
11
+ - technical-report
12
+ - preprint
13
+ - world-model
14
+ - digital-agents
15
  ---
16
 
17
+ # World Intelligence Agent: Unifying World Modeling and Action Learning for Digital Agents
18
+
19
+ **Darwin Agent Team** | **Technical Report / Preprint**
20
+
21
+ This static Space is the public reading and download page for the WIA technical report.
22
+ It hosts the original PDF, not model weights or a dataset.
23
+
24
+ - [Read the PDF](https://huggingface.co/spaces/darwinagent/WIA-Technical-Report/blob/main/Tech_Report__WAM.pdf)
25
+ - [Download the PDF](https://huggingface.co/spaces/darwinagent/WIA-Technical-Report/resolve/main/Tech_Report__WAM.pdf?download=true)
26
+ - [Project page](https://darwin-agent.github.io/WIA/)
27
+
28
+ WIA unifies world modeling and action learning for digital agents. The report introduces
29
+ WIA-Corpus and WIA-Bench, presents the WIA-WM family of world models, and explores
30
+ simulation-based training, inference lookahead, and WIA-WAM for action generation.
31
+
32
+ Please refer to the full report for methods, experimental protocols, results, limitations,
33
+ and the complete contributor list.
Tech_Report__WAM.pdf ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e437dba9d47357cb44e626d6405399442ddf723785c163d426ec64ac167ff4d8
3
+ size 13512794
cover.png ADDED

Git LFS Details

  • SHA256: 8349d1b32c08549f5f6b801553485c4ecc4feca2398101eea0dfd730e702ea1a
  • Pointer size: 131 Bytes
  • Size of remote file: 359 kB
index.html CHANGED
@@ -1,19 +1,190 @@
1
  <!doctype html>
2
- <html>
3
- <head>
4
- <meta charset="utf-8" />
5
- <meta name="viewport" content="width=device-width" />
6
- <title>My static Space</title>
7
- <link rel="stylesheet" href="style.css" />
8
- </head>
9
- <body>
10
- <div class="card">
11
- <h1>Welcome to your static Space!</h1>
12
- <p>You can modify this app directly by editing <i>index.html</i> in the Files and versions tab.</p>
13
- <p>
14
- Also don't forget to check the
15
- <a href="https://huggingface.co/docs/hub/spaces" target="_blank">Spaces documentation</a>.
16
- </p>
17
- </div>
18
- </body>
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
19
  </html>
 
1
  <!doctype html>
2
+ <html lang="en">
3
+ <head>
4
+ <meta charset="utf-8">
5
+ <meta name="viewport" content="width=device-width, initial-scale=1">
6
+ <meta name="description" content="World Intelligence Agent: Unifying World Modeling and Action Learning for Digital Agents. Read and download the Darwin Agent Team technical report.">
7
+ <meta property="og:title" content="World Intelligence Agent | Technical Report">
8
+ <meta property="og:description" content="Unifying World Modeling and Action Learning for Digital Agents. A technical report by the Darwin Agent Team.">
9
+ <meta property="og:type" content="website">
10
+ <meta property="og:image" content="https://huggingface.co/spaces/darwinagent/WIA-Technical-Report/resolve/main/cover.png">
11
+ <title>World Intelligence Agent | Technical Report</title>
12
+ <style>
13
+ :root {
14
+ color-scheme: light;
15
+ --ink: #202b2e;
16
+ --muted: #607074;
17
+ --accent: #d64716;
18
+ --line: #e3e7e3;
19
+ --paper: #ffffff;
20
+ --canvas: #f7f8f4;
21
+ }
22
+
23
+ * { box-sizing: border-box; }
24
+
25
+ body {
26
+ margin: 0;
27
+ background: var(--canvas);
28
+ color: var(--ink);
29
+ font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Arial, sans-serif;
30
+ -webkit-font-smoothing: antialiased;
31
+ }
32
+
33
+ a { color: inherit; }
34
+ a:focus-visible { outline: 3px solid var(--accent); outline-offset: 5px; }
35
+
36
+ .shell { width: min(1120px, calc(100% - 64px)); margin: 0 auto; }
37
+
38
+ header {
39
+ display: flex;
40
+ align-items: center;
41
+ justify-content: space-between;
42
+ gap: 24px;
43
+ padding: 28px 0;
44
+ border-bottom: 1px solid var(--line);
45
+ }
46
+
47
+ .brand { font-size: 17px; font-weight: 750; letter-spacing: -.4px; }
48
+ .brand span { color: var(--accent); }
49
+ .header-link { color: var(--muted); font-size: 14px; text-decoration: none; }
50
+ .header-link:hover { color: var(--accent); }
51
+
52
+ .hero {
53
+ display: grid;
54
+ grid-template-columns: minmax(0, 1fr) 330px;
55
+ align-items: start;
56
+ gap: 64px;
57
+ padding: 60px 0 48px;
58
+ }
59
+
60
+ .eyebrow {
61
+ display: inline-block;
62
+ margin: 0 0 24px;
63
+ color: var(--accent);
64
+ font-size: 12px;
65
+ font-weight: 750;
66
+ letter-spacing: 1.6px;
67
+ text-transform: uppercase;
68
+ }
69
+
70
+ h1 { margin: 0; font-size: clamp(38px, 4.6vw, 58px); line-height: 1.08; letter-spacing: -2px; }
71
+ .subtitle { margin: 20px 0 0; font-size: 26px; line-height: 1.36; letter-spacing: -.5px; }
72
+ .authors { margin: 25px 0 0; color: var(--muted); font-size: 16px; }
73
+ .intro { margin: 28px 0 0; max-width: 580px; color: var(--muted); font-size: 17px; line-height: 1.75; }
74
+
75
+ .actions { display: flex; flex-wrap: wrap; gap: 12px; margin-top: 30px; }
76
+
77
+ .button {
78
+ display: inline-flex;
79
+ align-items: center;
80
+ justify-content: center;
81
+ min-height: 48px;
82
+ padding: 12px 20px;
83
+ border: 1px solid var(--line);
84
+ border-radius: 8px;
85
+ background: var(--paper);
86
+ font-size: 14px;
87
+ font-weight: 650;
88
+ text-decoration: none;
89
+ }
90
+
91
+ .button:hover { border-color: var(--accent); }
92
+ .button.primary { border-color: var(--accent); background: var(--accent); color: #fff; }
93
+ .button.primary:hover { background: #b9360c; }
94
+ .file-note { margin: 15px 0 0; color: var(--muted); font-size: 12px; }
95
+
96
+ figure { margin: 0; }
97
+ .cover-link { display: block; padding: 12px; border: 1px solid var(--line); border-radius: 12px; background: var(--paper); box-shadow: 0 18px 36px #25372c0c; }
98
+ .cover { display: block; width: 100%; height: auto; }
99
+ figcaption { margin-top: 16px; color: var(--muted); font-size: 12px; text-align: center; }
100
+
101
+ .overview { padding: 38px 0 48px; border-top: 1px solid var(--line); }
102
+ h2 { margin: 0 0 18px; font-size: 24px; letter-spacing: -.5px; }
103
+ .overview > p { max-width: 960px; margin: 0; color: var(--muted); font-size: 16px; line-height: 1.85; }
104
+ .topics { display: grid; grid-template-columns: repeat(3, minmax(0, 1fr)); gap: 18px; margin-top: 30px; }
105
+ .topic { padding: 23px; border: 1px solid var(--line); border-radius: 10px; background: var(--paper); }
106
+ h3 { margin: 0 0 10px; font-size: 16px; }
107
+ .topic p { margin: 0; color: var(--muted); font-size: 14px; line-height: 1.7; }
108
+
109
+ footer { padding: 25px 0 30px; border-top: 1px solid var(--line); color: var(--muted); font-size: 12px; line-height: 1.7; }
110
+ footer p { margin: 0; }
111
+
112
+ @media (max-width: 900px) {
113
+ .hero { grid-template-columns: minmax(0, 1fr) 260px; gap: 32px; }
114
+ .subtitle { font-size: 23px; }
115
+ }
116
+
117
+ @media (max-width: 700px) {
118
+ .shell { width: min(560px, calc(100% - 36px)); }
119
+ header { padding: 22px 0; }
120
+ .hero { grid-template-columns: minmax(0, 1fr); gap: 36px; padding-top: 38px; }
121
+ h1 { font-size: 42px; letter-spacing: -1.5px; }
122
+ .subtitle { font-size: 23px; }
123
+ figure { width: min(330px, 100%); margin: 0 auto; }
124
+ .topics { grid-template-columns: minmax(0, 1fr); }
125
+ .overview { padding-top: 30px; }
126
+ }
127
+
128
+ @media (max-width: 360px) {
129
+ h1 { font-size: 36px; }
130
+ .header-link { font-size: 12px; }
131
+ }
132
+ </style>
133
+ </head>
134
+ <body>
135
+ <div class="shell">
136
+ <header>
137
+ <div class="brand">Darwin <span>Agent</span></div>
138
+ <a class="header-link" href="https://darwin-agent.github.io/WIA/" target="_blank" rel="noopener noreferrer">Project website ↗</a>
139
+ </header>
140
+
141
+ <main>
142
+ <section class="hero" aria-labelledby="report-title">
143
+ <div>
144
+ <p class="eyebrow">Technical Report / Preprint</p>
145
+ <h1 id="report-title">World Intelligence Agent</h1>
146
+ <p class="subtitle">Unifying World Modeling and Action Learning for Digital Agents</p>
147
+ <p class="authors">Darwin Agent Team</p>
148
+ <p class="intro">A unified approach to understanding how actions change the world and learning how digital agents should act.</p>
149
+ <div class="actions">
150
+ <a class="button primary" href="https://huggingface.co/spaces/darwinagent/WIA-Technical-Report/blob/main/Tech_Report__WAM.pdf" target="_blank" rel="noopener noreferrer">Read the paper ↗</a>
151
+ <a class="button" href="https://huggingface.co/spaces/darwinagent/WIA-Technical-Report/resolve/main/Tech_Report__WAM.pdf?download=true">Download PDF ↓</a>
152
+ </div>
153
+ <p class="file-note">70 pages · PDF · 12.9 MiB · Original report</p>
154
+ </div>
155
+
156
+ <figure>
157
+ <a class="cover-link" href="https://huggingface.co/spaces/darwinagent/WIA-Technical-Report/blob/main/Tech_Report__WAM.pdf" target="_blank" rel="noopener noreferrer" aria-label="Read the full World Intelligence Agent technical report">
158
+ <img class="cover" src="cover.png" width="1159" height="1500" alt="First page of the World Intelligence Agent report, showing its title, abstract, and evaluation overview.">
159
+ </a>
160
+ <figcaption>Preview of the report's first page</figcaption>
161
+ </figure>
162
+ </section>
163
+
164
+ <section class="overview" aria-labelledby="overview-title">
165
+ <h2 id="overview-title">About this report</h2>
166
+ <p>World Intelligence Agent (WIA) brings together world modeling and action learning for digital agents. The report introduces WIA-Corpus and WIA-Bench, presents the WIA-WM family of world models, and explores simulation-based training and inference lookahead. It then extends the world-model interface toward action generation with WIA-WAM.</p>
167
+ <div class="topics">
168
+ <article class="topic">
169
+ <h3>World modeling</h3>
170
+ <p>Predicting the observations induced by actions, connecting perception, planning, and policy learning.</p>
171
+ </article>
172
+ <article class="topic">
173
+ <h3>Data and evaluation</h3>
174
+ <p>WIA-Corpus and WIA-Bench support training and evaluation across seven digital domains.</p>
175
+ </article>
176
+ <article class="topic">
177
+ <h3>Action learning</h3>
178
+ <p>Simulation-based learning and the WIA-WAM extension connect world models to policy decision-making.</p>
179
+ </article>
180
+ </div>
181
+ </section>
182
+ </main>
183
+
184
+ <footer>
185
+ <p>Darwin Agent Team · Technical Report / Preprint</p>
186
+ <p>See the full report for methods, experimental protocols, results, limitations, and the complete contributor list.</p>
187
+ </footer>
188
+ </div>
189
+ </body>
190
  </html>