tomov

dopamine-reinforces-spontaneous-behavior

Repository holding the jupyter notebooks and python packages used to generate figures in our paper: "Spontaneous behaviour is structured by reinforcement without explicit reward"

BarrierNet

Safe robot learning

babyagi

OccamNet_Versions

A compilation of all OccamNet versions

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

minGPT

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

OccamNet_Public

AlphaZero

AlphaZero C++ & Cython Implementation

continuous_learning

GLMsingle

A toolbox for accurate single-trial estimates in fMRI time-series data

vision

A framework for evaluating models on their alignment to brain and behavioral measurements (50+ benchmarks)

EfficientZero

Open-source codebase for EfficientZero, from "Mastering Atari Games with Limited Data" at NeurIPS 2021.

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

RWDDM-PLOSCB

Matlab code for PLOS Computational Biology publication "A Rescorla-Wagner Drift-Diffusion Model of Conditioning and Timing".

stretchly

The break time reminder app

rlpyt

Reinforcement Learning in PyTorch

stable-baselines

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

delayed_estimation_benchmark

Delayed-estimation benchmark data and factorial model comparison

Deep-Reinforcement-Learning-Hands-On-Second-Edition

Deep-Reinforcement-Learning-Hands-On-Second-Edition, published by Packt

Deep-Reinforcement-Learning-Hands-On

Hands-on Deep Reinforcement Learning, published by Packt

dopamine

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

oatomobile

A research framework for autonomous driving

acme

A library of reinforcement learning components and agents

gym-carla

An OpenAI gym wrapper for CARLA simulator

garage

A toolkit for reproducible reinforcement learning research.

RLin200Lines

PyTorch implementations of Reinforcement Learning algorithms in less than 200 lines

leaderboard

CARLA Autonomous Driving leaderboard

carla

Open-source simulator for autonomous driving research.

2020_CARLA_challenge

"Learning by Cheating" (CoRL 2019) submission for the 2020 CARLA Challenge