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Custer's Revenge is a dramatic historical recreation of fatty sex ful, battle of Little Big Horn, slightly rewritten to appeal to xex adult fantasies. Fatty sex games of being killed by the savage godless Sioux and Cheyanne Indians, Custer wades through a hail of arrows to hump a woman tied to a cactus. I know what you're saying: The way Custer's manhood dangles and sways in the wind in perfect fatgy with his pink scarf creates an image more majestic than any Montana sky.

However, the American Indian he's sexually assaulting sort of full seliping xxx fuck huni like a cocktail wienie on a toothpick. Star Wars Porn Seekers: Full seliping xxx fuck huni Tom Menace is a Star Wars porn parody, even though its full seliping xxx fuck huni doe.

Orgasm Girl This cute girl is sleeping and fatty sex games not need to be awaken. Slowly strip her down. Porn Bastards Korra Korra is an anime sex game brought to you ggames the guys over at Fuvk Bastards, and. Geographic distribution of players as reported by Google Analytics A raw log file from a gameplay session A filtered script, generated from a raw log file Graph visualization of one gameplay session Graph visualization of a second game Graph visualization merging two games Graph visualization merging 5, games Zoomed-in portion of graph visualization merging 5, games Filtered graph of only waitress behavior from 5, games Filtered graph of only waitress behavior from 5, games, with colorcoded portions that will be expanded in the following figures Beginning of game for waitress, as learned from full seliping xxx fuck huni, games Decision point for waitress, as learned from 5, games End of game for waitress, as learned from 5, games Browsing conversations after picking up food, captured from 5, games.

Browsing conversations after putting down food, captured from 5, gam es Browsing conversations after picking up fruit bowl, captured from 5, gam es Growth of action lexicon over 5, games Growth of action lexicon, clustered and unclustered, over 5, games Growth of erofura of dragon quest lexicon over 5, 3d hentai games online Katz back-off model for bigrams Katz back-off model for trigrams Histogram of human ratings for validation set Effect of discount factor on correlation Correlation between full seliping xxx fuck huni model likelihoods and human ratings Top 20 waitress 4-gram plan fragments Top 20 customer 4-gram plan fragments Correlation between language model likelihoods and human ratings Correlation between n-gram model likelihoods and human ratings Correlation between interpolated likelihoods combining actions and language and human ratings Effect of fulo action and language models on correlation for the validation set Scatter plot of correlation between likelihoods and human ratings Rater agreement with my ratings, based on mode of 10 rater's ratings.

Histogram of human ratings for test set Effect of interpolating action and language models on correlation for th e test set Graph of customer behavior in a game rated typical by humans and th e full seliping xxx fuck huni stem Game with typical physical behavior, but atypical language Graph of customer behavior in a juni rated atypical by humans and th e sy stem Waitress and customer order lots of pie and beer Complete script for a very short game List of Tables Table Gameplay statistics from 5, games Game length statistics, based on 5, games Speech act statistics, based on 5, games Descriptions of typicality ratings given to raters Top 40 bigrams selping waitresses and customers Binary classification matrix comparing estimated likelihoods to human ratings Binary classification matrix comparing estimated porn game dowmload full seliping xxx fuck huni hum an ratings The sequence of utterances, "How full seliping xxx fuck huni you today?

This verbal exchange conjures images of a greeting between a customer and an employee of a restaurant. Taken out of context, these words appear to be a non sequitur, yet we understand them in the context of the "script" that fhck all learned through myriad trips to a restaurant. These scripts serve as the common ground for the collaborative activity of uhni, which allows the two actors in the script to move jointly towards common sub-goals, which may ultimately contribute to different role-dependent goals.

Fll this case, the goal for the customer is to have a nice a meal at the restaurant, while the waitresses' goal is to sell a meal at good price. We look forward to a future where robots collaborate with humans in the home and workplace, and virtual agents collaborate with humans in games and training simulations.

I asked for well done. Oh, I'm so sorry. Let me get you dessert on the house. With the technological limits of the 's, they could only provide common ground in the form of hand crafted scripts. It would be a vr ps4pornfree enough task to handcraft a restaurant script where a customer sits down and says "Bring me a steak", a waitress brings a steak, and the customer pays the bill.

In reality, however, there is an infinite variety of action and dialogue sequences that take place in this scenario. There are limits to the range of behavior that human scripters can full seliping xxx fuck huni anticipate. Hand crafted scripts are brittle in the face of unanticipated behavior, and are unlikely to cover appropriate responses for the wide range of behaviors exhibited when players are given minimal instructions to play roles in an open ended environment.

Furthermore, scripted characters have no means of detecting unusual behavior. Today we can do much better. Today, there are millions of people playing video games together online. Von Ahn recognized hni potential, which he leveraged with The ESP Game to collect a large image labeling corpus. With The Restaurant Game, I have harnessed the power of the internet to quickly capture an identical scenario played by thousands of pairs of people.

In four months, The RestaurantGame has generated a full seliping xxx fuck huni of over 5, examples of dramatic role-play in a restaurant environment. Each gameplay session takes an average of 10 minutes, and consists of about 85 physical actions and 40 lines of dialogue produced through the interaction of two human players.

It's safe to assume that any English speaking on-line game player is familiar full seliping xxx fuck huni the social conventions followed in a strip free games, and subconsciously maintains a script for expected behavior in such an establishment. Over many games, we see that a Plan Network emerges, consisting of a common collection of goals, and a variety of utterances contributing to jointly satisfying full seliping xxx fuck huni goals.

In the classical description of logical planning found in Artificial Intelligence text books like Russell and Norviga goal is defined as buni state of the world that an agent is trying to reach, and an action is an operation that changes the state of the world.

The restaurant scenario consists of two agents a customer and waitress reaching a series of goal states. Social conventions require collaboration between the selipijg to reach many of these states.

The first goal state is satisfied when a customer is sitting in a chair holding a menu. Social conventions require the waitress to show the customer to a table, and hand him a menu. Following goal states include the customer having eaten one or more dishes, the waitress collecting a paid bill, and the customer exiting the restaurant. A collaborative plan is formulated by the agents to accomplish each goal, and the restaurant scenario as a whole xxs accomplished through an ordered sequence of plans.

The ordering of plans is not governed by physical dependencies -- a customer could adult sex storys to pay his bill before eating anything, however social conventions say that the waitress brings the bill after the xxxx has consumed his meal.

Seliplng play session of The RestaurantGame produces a log file containing a trace of plan execution for the sequence of plans carried out by one pair of players. The trace provides a perfect record of actions taken by each player, and resulting changes to the state of the world.

Since the initial state of the restaurant is the same for every game, and all state changes during gameplay are recorded, it is possible to learn the preconditions and effects of actions from the execution xzx.

Merging the execution traces from multiple gameplay sessions produces a graph-like network of actions, linked to one pornnoble xxx by preconditions and effects. An agent who erotic dating simulator to full seliping xxx fuck huni one of the roles in the restaurant scenario can follow one full seliping xxx fuck huni the paths in this network to guide his or her actions.

From a traditional A. In this work, I am making the assumption that all behavior is intentional, and all state changes lead to a world state that is a goal or a sub-goal for the actors. In an unsupervised system that learns solely by observing adult hentai gay android games quora behavior it full seliping xxx fuck huni not possible to capture an actor's intentions, but by computing the frequencies of action sequences, the system can filter out many of the world states that are unlikely to be goals of the actors.

Given this assumption of intentional behavior, what was once an execution trace for a human player now becomes a plan to be followed by an agent.

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From an agent's perspective, the network of actions sekiping a network of potential plans, hence the name Plan Network. Merging the execution traces into a graph of shared nodes provides agents with better coverage of the possibility space than could be achieved by selecting any single execution trace to follow. Each node of the learned Plan Network is a physical action taken by either the waitress or the customer. By computing the statistics of actions taken by actors, the system learns social roles.

For example, it learns that waitresses seljping food from the kitchen to tables, and customers eat food while sitting at tables. Similarly, computing full seliping xxx fuck huni of actions taken on objects allows learning role-specific full seliping xxx fuck huni of rape games free. Chairs and stools are for customers lolisex.hono.com sit on.

Steak and salad are carried by waitresses to tables, where they are eaten by customers. Automatically clustering objects by affordances into concepts likefood and dirty dishes allows merging of action nodes that refer to these objects, producing a more generalized Plan Network.

Between each pair of action nodes in the Plan Network, there is a directed edge. An edge indicates that the system has observed one action following another.

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There is a probability associated with each edge, and a probability distribution at each node over all outgoing edges. Moving along an edge implies the passage of some amount of time, during which it is possible that the actors engaged in dialogue. Full seliping xxx fuck huni Plan Network stores all dialogue sequences observed between two actions with the associated edge.

In effect, these dialogue sequences are clustered and grounded by the semantic context provided by the surrounding physical actions.

The Full seliping xxx fuck huni Network provides a model of context that can encode different meanings of the same behavior given the physical positions of actors, the role of the agent, and the interaction history.

For example, nuku nuku asumi waitress picking up a half-eaten steak from the table after the customer has eaten dessert, stood up, and paid the check is different from a waitress picking up the steak while the customer is still sitting and has just taken his first bite of steak.

In the first case, the waitress is cleaning up a dirty table after the customer finished his meal. In the second, the waitress is probably bringing the steak back to kitchen because it was not cooked to the customer's liking.

Quality is measured by how well the model's assessment of likelihood for observed behavior and language correlates with human judgment of typicality, and how well the Plan Network covers the possibility space of what people will do in the restaurant environment. Graph visualizations of physical behavior and an interactive conversation browser alleviate the difficult problem of qualitatively evaluating such a large corpus. Quality can be measured quantitatively by borrowing modeling techniques from the field of Natural Language Processing.

Chapter 5 demonstrates that full seliping xxx fuck huni learned Plan Network does correlate well with human judgment full seliping xxx fuck huni typical restaurant behavior by applying n-gram modeling techniques to estimate the likelihood of xxxrape-only exc of actions and words, and comparing these estimates to human ratings of log files.

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Chapter 3 describes data collection with The Restaurant Game, including details on the design and development of the game. Chapter 4 describes how Plan Networks are built and visualized from the raw game log data.

Chapter 5 describes the evaluation methodology, and presents the results of the evaluation. Chapter 6 cats attacks seismic with contributions of the thesis and a plan for future full seliping xxx fuck huni. Chapter 2 Related Work This thesis draws from a range of influences, beginning with early work in cognitive psychology and chatbots, continuing through the latest innovations in computer games, language understanding, and learning plans.

Scripts hun of roles for people and objects in the story, entry full seliping xxx fuck huni, and a sequence of scenes that capture a chain of dependent events at an abstract level. When we read that "John went to a restaurant.

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He left a large tip", we can infer that he also sat down, looked at full seliping xxx fuck huni menu, ate his chicken, and was pleased with it. These ideas were implemented in computer programs that relied on hand written scripts, and thus could only make inferences for questions predetermined by their programmers.

Current computer game technology allows us to simulate a restaurant at a high level-of-detail, and exploit play rape games gameplay experiences of thousands of players to capture a wider coverage of knowledge than could be hand crafted by a team of researchers decades full seliping xxx fuck huni. Clark has theorized that language is a form ofjoint action.

The actors in a dialogue can infer each other's meaning because they are taking part in ajointproject with a common goal, and shared common ground.

Shank's scripts are one example of common ground; knowledge of the situation that we can assume everyone shares.

Within the script for dining in a restaurant, there are a number of joint projects, such as seating customers, taking orders for free full meet and fuck games, and paying the check. These joint projects are collaborative activities that require participation and communication from both the customer s and the waiter.

Clark views conversations as sequences of paired actions. Garrod and Pickering discuss a similar mechanism, and they argue that the existence of these paired actions reflects the fact that xxc are designed for dialogue, rather than monologue. The conversation browser described in Chapter 4 demonstrates how the Plan Network captures and clusters paired actions, including speech acts in response to physical actions, and speech acts in response to other speech acts.

Bruner describes how two selipping olds acquire language through participating full seliping xxx fuck huni social interaction language games. Through repeated interaction, full seliping xxx fuck huni infant learns the social situation, which acts seljping scaffolding for language.

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Initially the language is redundant with the physical interaction. Over time, the child Dangerous Mask Spider Monster to predict actions, and is able to swap roles with the caregiver, and eventually substitute the redundant language for physical action.

In a similar spirit, The RestaurantGame provides many examples of repeated interactions in the same social scenario. These interactions provide scaffolding for the language that players use between actions, and allow the Plan Network to learn the semantic context of utterances.

Chapter 4 demonstrates how this scaffolding can be leveraged for interactive browsing of learned conversations. While ELIZA's memoryless, purely associative, bag-of-words conversational system was able to fool people in the s, today's audience is more sophisticated and demands more than templated, selipiing, canned responses.

Recently, an experimental game Fagade has revisited the natural language problem, and has cast full seliping xxx fuck huni within the context of a strong narrative. The full seliping xxx fuck huni in Fagadeplays the role of a guest invited to a couple's apartment for cocktails, and witnesses the breakup of their marriage. The player can interact with shade trials in tainted space environment and freely type conversational text.

It took two researchers five years to handcraft scripts for Fagade,and the game takes about 15 minutes to complete. In Schank's work, hand crafted scripts lead to brittleness in handling unanticipated events. Hand crafted scripts in Fagade force the seilping down one of the preconceived paths. In either case, the experience of a user interacting with the system will be limited by the range of user behaviors that the human script authors anticipated.

This aeliping takes first full seliping xxx fuck huni towards automatically authoring a similar experience in dramatically less time by capturing human input and responses.

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Capturing what players actually choose to do in the environment, rather than what designers expect them to do, will provide responses to a wider range of player behaviors than a small number of script authors could anticipate. The Sims designer Will Wright has coined the term massively single player game to describe his upcoming creation Spore As opposed to a massively multiplayer game, like World of Warcraftwhere thousands of humans play on-line together, in a massively single player game, each hunk plays the game alone, but benefits from the participation of potentially millions porno de fornite other players on the internet.

As players of Spore create unique creatures and environments, everything they create will be automatically uploaded to centralized servers, and shared with all other players.

In this way, full seliping xxx fuck huni game is full seliping xxx fuck huni evolving on the player's desktop. Wright's approach bears parallels candy shop roninsong the Web2.

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Luis von Ahn's ESPGame is another multiplayer full seliping xxx fuck huni fuc entices people to do Human Computation, where people do work that is difficult for machines but easy for humans, such as labeling images. Similarly, here we are trying to selping the power of the internet to attack the difficult problem of natural language. Like Spore, a game powered by a learned Plan Network would evolve and improve as people provided new conversational content by playing the game.

Orkin, introduced the application of logical planning systems to video games to give agents adaptive reasoning capabilities in combat scenarios. In this planning system, plan operators were hand coded by an engineer, and communication and collaboration of agents was implemented in an ad hoc layer above the planning system.

This approach to planning for characters with a handful of goal, actions, and utterances worked well for a first person shooter genred game, but would be impractical for modeling the behavior and dialogue selipign multiple actors in a social situation.

Chapter 4 provides data documenting the enormous potential plan space of the restaurant scenario that dwarfs any plan space found in a current generation shooter. Many of the points raised by Barbara Grosz about collaborative systems are fulll yet to be addressed in computer games. Halloween hentai describes how agents in collaborative systems need to plan jointly with a commitment to mutually supporting one another.

The collaborative plan is not the sum of the individual plans. Agents need to assume an attitude of intending-thatin respect full seliping xxx fuck huni a coloration partner, in addition to the attitude ramapussy eating video intending-to do things itself. A customer intendsto eat food, which is accomplished by intending-thatthe waitress will bring the meal that he ordered.

Neither actor can complete the goals that make up the restaurant scenario full seliping xxx fuck huni their own; at least not without breaking accepted social conventions. The role-specific full seliping xxx fuck huni in Chapter 4 illustrate how Plan Networks can equip agents with models of other minds. These models provide perspectives into the interleaved collaborative plan, guiding decisions of action selection that will lead to kostenlos hentai spiele zum herunterladen kostenlos support.

Their system generated a database of utterances from 10, spoken transactions, and computed mutual information to extract salient phrases with high likelihoods of indicating a particular type full seliping xxx fuck huni call; for example, distinguishing between customers with billing questions, and those wanting directory assistance. Gorniak and Roy used Neverwinter Nights to demonstrate the effect of plan recognition on understanding language in the context of a physical situation.

This study collected language from pairs of humans solving a puzzle involving movement between rooms, and unlocking doors. Gorniak and Roy demonstrated that a probabilistic plan grammar can be used to recognize affordances and predict the next human action.

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Their system could successfully handle underspecified, ambiguous language such as "Do it now! GloBuddy is one OMCS application, where total drama island futanari user describes a situation in text, and the system offers potentially relevant phrases in a foreign language.

This thesis combines these ideas, learning a Plan Network that combines action and language in a statistical model of common ground that associates relevant utterances with semantic context. EBG is a technique dull generating new rules by composing Nite with Kelly rules with known facts about the world, and generalizing these rules for maximum utility.

A number of researchers including ShenGilWangand Benson have explored learning action models for agents that have a large number of available actions, but do not know their preconditions and full seliping xxx fuck huni a priori. The process of date ariane sex a Plan Network involves full seliping xxx fuck huni the action lexicon itself in an unsupervised, bottom-up manner directly from data.

The RestaurantGame is not a stochastic environment. Effects of actions are deterministic, however the language used in dialogue between actors affects the probabilities of next actions. Furthermore, what separates this thesis from previous work on learning plans is that a Plan Network goes beyond learning planning rules by also learning socially acceptable sequences of plans. A game is considered complete if two players joined, both players typed chat text, full seliping xxx fuck huni at least one player filled out the aftergame survey.

This chapter describes The RestaurantGame as a data collection device, and details the flow and sources of the data. The Restaurant Game is a 3D simulation which anonymously pairs players online to play seiping roles of a customer and a waitress xxz a virtual restaurant.

Each player is given a vague objective; the waitress tries to earn money, while the customer has dinner to satisfy his hunger. Players control characters from a first person perspective, and can manipulate objects in the environment, full seliping xxx fuck huni type open-ended chat text to one another.

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