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Aidan Scannell's Projects

agentspeak icon agentspeak

Implementation of agent based programming language, AgentSpeak(L)

approximate-inference icon approximate-inference

This work implements and compares a variety of approximate inference techniques for the tasks of image restoration (de-noising) and image segmentation.

bar icon bar

A status bar widget for Ubersicht on OS X

bellman icon bellman

Model-based reinforcement learning in TensorFlow

bnn-predictions icon bnn-predictions

Improving predictions of Bayesian neural nets via local linearization, AISTATS 2021

chewymacs icon chewymacs

My personal Emacs configuration inspired by David Wilson's config, Spacemacs and Doom Emacs.

dopamine icon dopamine

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

drqv2 icon drqv2

DrQ-v2: Improved Data-Augmented Reinforcement Learning

flax icon flax

Flax is a neural network library for JAX that is designed for flexibility.

garage icon garage

A toolkit for reproducible reinforcement learning research.

geoflow icon geoflow

Minimal library for geometric machine learning in TensorFlow (and GPflow).

gpflow icon gpflow

Gaussian processes in TensorFlow

gpflowsampling icon gpflowsampling

Code for efficiently sampling functions from GP(flow) posteriors

gpjax icon gpjax

Minimal Gaussian process library in JAX with a simple (custom) approach to state management.

gpy icon gpy

Gaussian processes framework in python

grounded-segment-anything icon grounded-segment-anything

Grounded-SAM: Marrying Grounding-DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything

gym-pybullet-drones icon gym-pybullet-drones

PyBullet Gym environments for single and multi-agent reinforcement learning of quadcopter control

home-robot icon home-robot

Mobile manipulation research tools for roboticists

iqrl icon iqrl

iQRL: implicitly Quantized Reinforcement Learning

jax icon jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

jax-rl icon jax-rl

JAX implementations of core Deep RL algorithms

kidnapped-robot icon kidnapped-robot

This project involved developing algorithms capable of localising a robot within a known environment but at an unknown position and moving it to a target location.

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