Yoruki Yamagata’s talk on Falsification of Cyber-Physical Systems Using Deep Reinforcement Learning

Due to COVID-19 outbreak across the world, we need to move our theory seminars online to ZOOM. We are staying on track with the schedule and Yoriyuki Yamagata will give his talk tomorrow at 2pm.

Topic: Falsification of Cyber-Physical Systems Using Deep Reinforcement Learning.

Abstract: “Falsification” is a method to find a system input or parameter (counter-example) which causes a behavior violating a given specification (usually given by metric or signal temporal logic). Because the correctness of a complex CPS is difficult to be proven, falsification is more practical approach than full verification.  A counter-example found by falsification can be used for debugging and testing.  Failure of falsification does not generally mean the correctness of the system, but suggests it in some degree. “Robustness guided falsification” is an approach of falsification. “Robustness” is a numerical measure of how robustly a formula holds. If robustness becomes negative, the formula is false.  Therefore, minimizing robustness can lead falsification of a formula.

In this talk, we introduce a method to recast robustness guided falsification to a “reinforcement learning problem”.  Reinforcement learning is a machine learning technique in which an agent finds a law of an interacting environment and maximizes a reward.  We implement our method using “deep reinforcement leaning”, in which deep neural networks are used, and present a case study to explore its effectiveness.  (This work is a collaboration with Shuang Liu, Takumi Akazaki, Yihai Duan, Jianye Hao)

Update on BCTCS2020

We remain hopeful that our conference will go ahead as planned. However, due to the uncertainty created by COVID-19, we are putting into place contingency plans.

Swansea University has procured a licence for a robust video-conferencing system (ZOOM) which we can use for the conference. If it becomes necessary, then a user would need to install this onto their computer. This system is free to install and use, the only cost is for Swansea as the licence holder. Of course, the computer would need to be connected to a webcam and microphone in order to participate fully in the conference – in particular, to deliver a lecture or to ask questions of the speakers.

Anyone who cannot come to Swansea due to the COVID-19 situation would have their fee reimbursed through eventbrite (as you won’t be requiring the catering). However, we really don’t want this to be an incentive to stay home; AlgoUK/BCTCS is first and foremost a net working event, so if it is possible, we are keen to welcome you in person.

We will keep you aware of any developments, and thank you for your patience and understanding as we do our best to ensure AlgoUK/BCTCS is as successful as it can be.

Jan Bergstra visiting Swansea

We are glad to announce that Professor Jan A Bergstra, formerly Director of Informatics, University of Amsterdam, and chair of Informatics Section of Academia Europaea will be visiting Swansea University next week.

36th British Colloquium for Theoretical Computer Science


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Swansea University is looking forward to host BCTCS2020 this April.

Meeting to commemorate the logician Erik Palmgren (1963-2019) on the occasion of the World Logic Day

We meet to remember the great logician Erik Palmgren who sadly passed away in November 2019 .

To honor Erik Palmgren’s work, Anton Setzer will give a talk with the title:

Palmgren’s interpretation of inductive definitions in type theory and development of  higher type universes in type theory.

The meeting also marks the 2nd World Logic Day.

Venue: Theory Lab (CoFo 209)

Time: 14th of January 2020, 2-3 pm

Hideki Tsuiki is back in Swansea

We Hideki Tsuiki in Swanseaare glad to welcome Hideki Tsuiki in Swansea again.  This Thursday we really enjoyed his talk on “Imaginary Cubes —  Mathematics, Puzzle, Art and Education”.

Abstract: Imaginary cubes are three-dimensional objects with square projections in three orthogonal ways just as a cube has.   How many different kinds of imaginary cubes can you imagine?  In this talk we  show that there are 16 kinds of minimal convex imaginary cubes which includes regular tetrahedron, cuboctahedron, and two objects that we call H and T.  As we will explain, H and T have a lot of beautiful mathematical properties related to tiling, fractal, and higher-dimensional geometry, and based on these properties, the speaker has designed a puzzle, constructed three-dimensional math-art objects, and used them for educations at various levels from elemental school to graduate schools. In this talk, I will explain mathematics of imaginary cubes and show the activities I have been engaged in.  I will carry a couple of copies of the puzzle and some of the math-art objects so that the audience can enjoy them while I am staying in Swansea.

2nd Proof Society Workshop on Proof Theory and its Applications

Following the Summer School, we are really proud to host the 2nd Proof Society Workshop. The workshop was an opportunity to listen to a lot of interesting invited and contributed talks on proof theory and various areas of its application:

Adam Wyner: Computational Law – The Case of Autonomous Vehicles
Yong Cheng: Exploring the incompleteness phenomenon
Matthias Baaz: Towards a Proof Theory for Henkin Quantifiers
Sonia Marin: On cut-elimination for non-wellfounded proofs: the case of PDL
Gilles Dowek: Logical frameworks, reverse mathematics, and formal proofs translation
Benjamin Ralph: What is a combinatorial proof system?
William Stirton: Ordinal assignments correlated with notions of reduction
Oliver Kullmann: Practical proof theory: practical versions of Extended Resolution
Anton Setzer and Ulrich Berger on behalf of Ralph Matthes: Martin Hofmann’s case for non-strictly positive data types – reloaded
Laura Crosilla: Philosophy of mathematics and proof theory
Takako Nemoto: Recursion Theory in Constructive Mathematics
Arno Pauly: Combinatorial principles equivalent to weak induction
Antonina Kolokolova: The proof complexity of reasoning over richer domains
Joost Joosten: The reduction property revisited
Helmut Schwichtenberg: Computational content of proofs

Thanks to all the speaker and participants and we hope to see you all again soon.

Proof Society Workshop 2019

Summer School: Day 4

Congratulations to Iris van der Giessen for winning the best poster competition and special thanks to Andreas Weiermann for the beautiful picture of Wales that serves as our main prize.

Big thanks to all the speakers and the participants for joining our Summer School. We hope to see you again during the future events by the Proof Society.

Proof Society Summer School 2019