Coursera - Artificial Intelligence Planning (The University of Edinburgh)

[mitsumi]

Coursera - Artificial Intelligence Planning (The University of Edinburgh)
WEBRip | English | MP4 + PDF Guides | 960 x 540 | AVC ~214 kbps | 25 fps
AAC | 128 Kbps | 44.1 KHz | 2 channels | Subs: English (.srt) | 12:10:48 | 990 MB
Genre: eLearning Video / Science, Artificial Intelligence, Cybernetics

The course aims to provide a foundation in artificial intelligence techniques for planning, with an overview of the wide spectrum of different problems and approaches, including their underlying theory and their applications.

It will allow you to:

Understand different planning problems
Have the basic know how to design and implement AI planning systems
Know how to use AI planning technology for projects in different application domains
Have the ability to make use of AI planning literature

Planning is a fundamental part of intelligent systems. In this course, for example, you will learn the basic algorithms that are used in robots to deliberate over a course of actions to take. Simpler, reactive robots don't need this, but if a robot is to act intelligently, this type of reasoning about actions is vital.

Syllabus
Week 1: Introduction and Planning in Context
Week 2: State-Space Search: Heuristic Search and STRIPS
Week 3: Plan-Space Search and HTN Planning
Week 4: Graphplan and Advanced Heuristics
Week 5: Plan Execution and Applications
   
        General
Complete name               :Artificial Intelligence Planning\01_1.0_Course_Welcome_1-54.mp4
Format                      : MPEG-4
Format profile              : Base Media
Codec ID                    : isom
File size                   : 4.73 MiB
Duration                    : 1mn 54s
Overall bit rate            : 348 Kbps
Encoded date                : UTC 1970-01-01 00:00:00
Tagged date                 : UTC 1970-01-01 00:00:00
Writing application         : Lavf53.29.100

Video
ID                          : 1
Format                      : AVC
Format/Info                 : Advanced Video Codec
Format profile              : High@L3.1
Format settings, CABAC      : Yes
Format settings, ReFrames   : 4 frames
Codec ID                    : avc1
Codec ID/Info               : Advanced Video Coding
Duration                    : 1mn 53s
Bit rate                    : 214 Kbps
Width                       : 960 pixels
Height                      : 540 pixels
Display aspect ratio        : 16:9
Frame rate mode             : Constant
Frame rate                  : 25.000 fps
Color space                 : YUV
Chroma subsampling          : 4:2:0
Bit depth                   : 8 bits
Scan type                   : Progressive
Bits/(Pixel*Frame)          : 0.017
Stream size                 : 2.90 MiB (61%)
Writing library             : x264 core 120 r2120 0c7dab9
Encoding settings           : cabac=1 / ref=3 / deblock=1:0:0 / analyse=0x3:0x113 / me=hex / subme=7 / psy=1 / psy_rd=1.00:0.00 / mixed_ref=1 / me_range=16 / chroma_me=1 / trellis=1 / 8x8dct=1 / cqm=0 / deadzone=21,11 / fast_pskip=1 / chroma_qp_offset=-2 / threads=12 / sliced_threads=0 / nr=0 / decimate=1 / interlaced=0 / bluray_compat=0 / constrained_intra=0 / bframes=3 / b_pyramid=2 / b_adapt=1 / b_bias=0 / direct=1 / weightb=1 / open_gop=0 / weightp=2 / keyint=250 / keyint_min=25 / scenecut=40 / intra_refresh=0 / rc_lookahead=40 / rc=crf / mbtree=1 / crf=28.0 / qcomp=0.60 / qpmin=0 / qpmax=69 / qpstep=4 / ip_ratio=1.40 / aq=1:1.00
Encoded date                : UTC 1970-01-01 00:00:00
Tagged date                 : UTC 1970-01-01 00:00:00

Audio
ID                          : 2
Format                      : AAC
Format/Info                 : Advanced Audio Codec
Format profile              : LC
Codec ID                    : 40
Duration                    : 1mn 54s
Bit rate mode               : Constant
Bit rate                    : 128 Kbps
Channel(s)                  : 2 channels
Channel positions           : Front: L R
Sampling rate               : 44.1 KHz
Compression mode            : Lossy
Stream size                 : 1.74 MiB (37%)
Encoded date                : UTC 1970-01-01 00:00:00
Tagged date                 : UTC 1970-01-01 00:00:00   

Screenshots

   

Download link:

Só visivel para registados e com resposta ao tópico.

Only visible to registered and with a reply to the topic.

Links are Interchangeable - No Password - Single Extraction