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I remember first seeing this at this year. You too will get a chance to see the at…
IRL  MakerVan  from twitter
2 days ago by whykay
Akram Khan's Giselle: Madness | English National Ballet - YouTube
Deconstructed industrial music, the stark setting, it really really was great!
4 weeks ago by maribst
A Partitioning Algorithm for Markov Decision Processes with Applications to Market Microstructure
"We propose a partitioning algorithm to solve a class of linear-quadratic Markov
decision processes with inequality constraints and nonconvex stagewise cost; within each
region of the partitioned state space, the value function and the optimal policy have analytical quadratic and linear forms, respectively..."
trading  irl  mm  hft 
8 weeks ago by theodoreweld
Gaussian process-based algorithmic trading strategy identification
"In particular, we model trader behaviour in terms of a Markov decision process. We infer the reward (or objective) function for
this process from observations of trading actions using a process from machine learning known as inverse reinforcement learning (IRL). The reward functions learned through IRL then constitute a feature space that can be the basis for supervised learning (for classification or recognition of traders) or unsupervised learning (for categorization of traders)..."
trading  irl  mm  hft 
8 weeks ago by theodoreweld
Behavior Based Learning in Identifying High Frequency Trading Strategies
"Our approach is to model trading decisions as a Markov Decision Process (MDP), and use observations of an optimal decision policy to find the reward function..."
trading  irl  mm  hft 
8 weeks ago by theodoreweld
Mike Whybark - Sat down to play some music this afternoon for the...
fb post about his dyscalculia: "a narrowband dyslexia affecting my ability to retain and process numbers, certain structural concepts (such as right and left) and mathematical functions (as a result of poor numeric retention)"
dyscalculia  irl  math  brain  autism  music 
11 weeks ago by lmoon
Londoners! 🙋🏼‍♀️

July 16, 18:30:

First London fireside discussion get-togeth…
society  IRL  community  from twitter_favs
july 2019 by saulhoward
Sharing is caring and I am truly grateful 4 my

I would love to meet as her hyperdo…
gra18  PLN  IRL  from twitter_favs
june 2019 by tolkien
Teaching Inverse Reinforcement Learners via Features and Demonstrations
Learning near-optimal behaviour from an expert's demonstrations typically relies on the assumption that the learner knows the features that the true reward function depends on. In this paper, we study the problem of learning from demonstrations in the setting where this is not the case, i.e., where there is a mismatch between the worldviews of the learner and the expert. We introduce a natural quantity, the teaching risk, which measures the potential suboptimality of policies that look optimal to the learner in this setting. We show that bounds on the teaching risk guarantee that the learner is able to find a near-optimal policy using standard algorithms based on inverse reinforcement learning. Based on these findings, we suggest a teaching scheme in which the expert can decrease the teaching risk by updating the learner's worldview, and thus ultimately enable her to find a near-optimal policy.
irl  reinforcement-learning 
april 2019 by arsyed
Here's Mark Sadler, gold medal winner at the Special Olympics for Ireland today. Doing us proud Mark!
IRL  from twitter_favs
march 2019 by aidan_walsh
Kroger, Whole Foods, and Wegman’s are betting on in-store bars - Vox
the 'SuperBARket' - bars in grocery, and the social shopping benefits/increased basked size
experiencestore  retail  grocery  shopping  IRL 
december 2018 by graemewood

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