公开(公告)号：US20220226734A1

公开(公告)日：2022-07-21

申请号：US17657858

申请日：2022-04-04

申请人： modl.ai ApS

发明人： Christoffer Holmgård Pedersen ,  Benedikte Mikkelsen ,  Julian Togelius ,  Georgios N. Yannakakis ,  Sebastian Risi ,  Lars Henriksen

IPC分类号： A63F13/69

摘要： A game development platform operates by: updating a gaming application based on a play of the game by a non-imitating game bot to generate a first updated gaming application corresponding to a first updated game; generating an imitating game bot based on first game telemetry data generated in response to a play of the first updated game by a first plurality of actual players; generating behavioral experience analysis (BEA) data based on the play of the first updated game by the first plurality of actual players; generating a BEA tool based on the BEA data; updating the first updated gaming application based on play of the first updated game by the imitating game bot to generate a second updated gaming application corresponding to a second updated game; generating predicted player motivations via the BEA tool based on second game telemetry data generated in response to a play of the second updated game by a second plurality of actual players; and updating the second updated gaming application based on the predicted player motivations to generate a third updated gaming application corresponding to a third updated game.

公开(公告)号：US11617954B2

公开(公告)日：2023-04-04

申请号：US17657858

申请日：2022-04-04

申请人： modl.ai ApS

发明人： Christoffer Holmgård Pedersen ,  Benedikte Mikkelsen ,  Julian Togelius ,  Georgios N. Yannakakis ,  Sebastian Risi ,  Lars Henriksen

IPC分类号： A63F13/60 ,  A63F13/69 ,  A63F13/67 ,  A63F13/56

摘要： A game development platform operates by: updating a gaming application corresponding to a game based on game play by at least one non-imitating game bot to generate a first updated gaming application corresponding to a first updated game; generating an imitating game bot based on first game telemetry data generated in response to play of the first updated game by actual players; updating the first updated gaming application based on play of the first updated game by the imitating game bot to generate a second updated gaming application corresponding to a second updated game; generating motivation data indicating predicted player motivations based on second game telemetry data generated in response to play of the second updated game; and updating the second updated gaming application based on the motivation data to generate a third updated gaming application corresponding to a third updated game.

公开(公告)号：US11331581B2

公开(公告)日：2022-05-17

申请号：US17146751

申请日：2021-01-12

申请人： modl.ai ApS

发明人： Christoffer Holmgård Pedersen ,  Benedikte Mikkelsen ,  Julian Togelius ,  Georgios N. Yannakakis ,  Sebastian Risi ,  Lars Henriksen

IPC分类号： A63F13/69

摘要： A game development platform operates by: updating a gaming application based on a play of the game by a non-imitating game bot to generate a first updated gaming application corresponding to a first updated game; generating an imitating game bot based on first game telemetry data generated in response to a play of the first updated game by a first plurality of actual players; generating behavioral experience analysis (BEA) data based on the play of the first updated game by the first plurality of actual players; generating a BEA tool based on the BEA data; updating the first updated gaming application based on play of the first updated game by the imitating game bot to generate a second updated gaming application corresponding to a second updated game; generating predicted player motivations via the BEA tool based on second game telemetry data generated in response to a play of the second updated game by a second plurality of actual players; and updating the second updated gaming application based on the predicted player motivations to generate a third updated gaming application corresponding to a third updated game.

公开(公告)号：US20210146258A1

公开(公告)日：2021-05-20

申请号：US17146751

申请日：2021-01-12

申请人： modl.ai ApS

发明人： Christoffer Holmgård Pedersen ,  Benedikte Mikkelsen ,  Julian Togelius ,  Georgios N. Yannakakis ,  Sebastian Risi ,  Lars Henriksen

IPC分类号： A63F13/69

摘要： A game development platform operates by: updating a gaming application based on a play of the game by a non-imitating game bot to generate a first updated gaming application corresponding to a first updated game; generating an imitating game bot based on first game telemetry data generated in response to a play of the first updated game by a first plurality of actual players; generating behavioral experience analysis (BEA) data based on the play of the first updated game by the first plurality of actual players; generating a BEA tool based on the BEA data; updating the first updated gaming application based on play of the first updated game by the imitating game bot to generate a second updated gaming application corresponding to a second updated game; generating predicted player motivations via the BEA tool based on second game telemetry data generated in response to a play of the second updated game by a second plurality of actual players; and updating the second updated gaming application based on the predicted player motivations to generate a third updated gaming application corresponding to a third updated game.

公开(公告)号：US11325048B2

公开(公告)日：2022-05-10

申请号：US16820146

申请日：2020-03-16

申请人： modl.ai ApS

发明人： Georgios N. Yannakakis ,  Christoffer Holmgård Pedersen ,  David Melhart ,  Lars Henriksen

IPC分类号： A63F13/79

摘要： In various embodiments, a method is presented that includes: generating, via a system including a processor, behavioral experience analysis (BEA) tools based on a preference learning model; receiving, via the system, game telemetry data from a gaming application; generating, via the system, a predicted user motivation by applying the BEA tools to the game telemetry data; and facilitating adaptation of the gaming application based on the predicted user motivation.

公开(公告)号：US20200298128A1

公开(公告)日：2020-09-24

申请号：US16820146

申请日：2020-03-16

申请人： modl.ai ApS

发明人： Georgios N. Yannakakis ,  Christoffer Holmgård Pedersen ,  David Melhart ,  Lars Henriksen

IPC分类号： A63F13/79

摘要： In various embodiments, a method is presented that includes: generating, via a system including a processor, behavioral experience analysis (BEA) tools based on a preference learning model; receiving, via the system, game telemetry data from a gaming application; generating, via the system, a predicted user motivation by applying the BEA tools to the game telemetry data; and facilitating adaptation of the gaming application based on the predicted user motivation.

公开(公告)号：US10918948B2

公开(公告)日：2021-02-16

申请号：US16821020

申请日：2020-03-17

申请人： modl.ai ApS

发明人： Georgios N. Yannakakis ,  Christoffer Holmgård Pedersen ,  Lars Henriksen ,  Benedikte Mikkelsen ,  Sebastian Risi ,  Niels Orsleff Justesen ,  Julian Togelius

IPC分类号： A63F13/56 ,  A63F13/46 ,  A63F13/58

摘要： In various embodiments, a method is presented that includes: generating, via a system including a processor, a gaming bot; receiving, via the system, game telemetry data of a gaming app corresponding to an actual player; generating, via the system, game telemetry data of the gaming app corresponding to the gaming bot; generating, via the system, difference data based on the game telemetry data corresponding to an actual player and the game telemetry data corresponding to the gaming bot, the difference data indicating a difference over time between a first character generated by the actual player and a second character generated by the gaming bot; and updating, via the system, the gaming bot based on the difference data.

公开(公告)号：US20200298118A1

公开(公告)日：2020-09-24

申请号：US16821020

申请日：2020-03-17

申请人： modl.ai ApS

发明人： Georgios N. Yannakakis ,  Christoffer Holmgård Pedersen ,  Lars Henriksen ,  Benedikte Mikkelsen ,  Sebastian Risi ,  Niels Orsleff Justesen ,  Julian Togelius

IPC分类号： A63F13/56 ,  A63F13/58 ,  A63F13/46

摘要： In various embodiments, a method is presented that includes: generating, via a system including a processor, a gaming bot; receiving, via the system, game telemetry data of a gaming app corresponding to an actual player; generating, via the system, game telemetry data of the gaming app corresponding to the gaming bot; generating, via the system, difference data based on the game telemetry data corresponding to an actual player and the game telemetry data corresponding to the gaming bot, the difference data indicating a difference over time between a first character generated by the actual player and a second character generated by the gaming bot; and updating, via the system, the gaming bot based on the difference data.