~/talks

Frances Buontempo

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Stoopid Questions - about learning, teaching and AIMeeting C++ 20252025-11-06
Keynote claims that LLMs lack agency and cannot truly learn, cites the CACM piece, and argues AI helps and hinders learning; gives concrete tips for reading…
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An Introduction to Reinforcement Learning - Snake Your Way out of a Paper BagC++ on Sea 20252025-06-23
Implements tabular Q‑learning in C++ (std::vector, std::deque, std::map) starting on a 1D five‑cell line then a 2D grid, using epsilon‑greedy (epsilon=0.1)…
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An Introduction to Reinforcement Learning - Snake Your Way Out of a Paper BagACCU 20252025-04-01
Introduces a hands‑on C++ implementation that builds a Q-learning table (std::map/std::vector keys) with tunable alpha/gamma and epsilon 10% exploration, uses…
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(Re-)Learn C++ by ExampleACCU 20252025-04-01
Hybrid conference logistics, a poster session in person and on Gather Town, and a failed Wi‑Fi attempt frame a practical push to teach C++ through small…
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An Introduction to Swarm Intelligence AlgorithmsMeeting C++ 20242024-11-14
Implements a cat swarm algorithm in C++ with working demo code (50/50 chance the PowerPoint embed runs), uses C++11 randoms and SFML for real‑time visuals…
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What is Swarm Intelligence? - Swarm AI ExplainedC++ on Sea 20242024-07-02
C++ implementations use SFML to draw agents and a simple game loop, demonstrating particle swarm, ant colony and bee heuristics and a paper‑bag cat swarm demo…
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Swarm Intelligence Algorithms - Session Interview With Frances BuontempoC++ on Sea 20242024-07-02
Demonstrates a working swarm optimizer that finds optimal XY positions by simulating tens to hundreds of independent agents with position and velocity, each…
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An Introduction to Swarm Intelligence AlgorithmsACCU 20242024-04-17
Overview of concrete algorithms and runnable C++ code that moves particles, ants, bees and cats to solve toy optimizations; demos implement particle swarm and…
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Books - C++ Programming, C++ Community, ACCU Study Group & More!ACCU 20242024-04-17
Announces a new ACCU study group (members only) that will work through a book together with scheduled meetings and an email support list for technical…
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What is a random number and why should I careMeeting C++ 20232023-11-12
Claims that no such thing as a random number and that practical randomness comes from PRNGs are demonstrated with concrete tools: a linear congruential…
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Using, Generating and Testing with Pseudo-Random NumbersACCU 20232023-04-19
Explains how deterministic engines like linear congruential generator (example multiplier 16807) and Mersenne Twister produce pseudo-random sequences, why…
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Crowd Your Way Out of a Paper BagACCU 20222022-04-06
Simulations show simple agent rules producing realistic crowd effects: a one‑lane queue produces ghost jam stop‑and‑go waves; a two‑lane hack causes risky lane…
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You Can't Test This? Hammertime!ACCU 2021 Online2021-03-10
Lists common excuses for untestable code, then gives practical fixes: stub the RNG or pass a provider for randomness and fake clocks for datetime to avoid…
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Can AI replace programmers?Meeting C++ 20192019-11-14
Claim: AI can generate working code but often at high cost and low readability. Examples: genetic programming evolves a Python fizzbuzz that required days of…
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Teach Your Computer to Code FizzBuzzACCU 20192019-04-10
Workshop demonstrates evolving working FizzBuzz implementations using the JCLEC Java framework and experiments with DEAP-style tree GP in Python, seeding…
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Turtles! Hill climbing! Hammers! Paper bags!ACCU 20182018-04-11
Live demos use Python turtle graphics to implement hill climbing, simulated annealing, particle swarm and gradient-descent variants with visible step-size…
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AI: Actual IntelligenceACCU 20172017-04-24
Gives concrete examples: an fMRI study that flags a dead salmon due to multiple statistical tests, chatbots that learn abusive behavior and get shut down…
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How to Evolve Your Way Out of a Paper BagACCU 20162016-04-20
Shows a working Python genetic algorithm that evolves angle and velocity pairs to launch particles out of a 10x5 bag, starting from a random population, using…
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