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Iñigo Ballester's Projects

anml icon anml

A Neuromodulated Meta-Learning algorithm

avalanche icon avalanche

Avalanche: an End-to-End Library for Continual Learning.

blip icon blip

Official Implementation of CVPR2021 paper: Continual Learning via Bit-Level Information Preserving

brain_agent icon brain_agent

Brain Agent for Large-Scale and Multi-Task Agent Learning

brims icon brims

Implementation of Bidirectional Recurrent Independent Mechanisms (Learning to Combine Top-Down and Bottom-Up Signals in Recurrent Neural Networks with Attention over Modules)

cherry icon cherry

A PyTorch Library for Reinforcement Learning Research

colab icon colab

Continual Learning tutorials and demo running on Google Colaboratory.

decision-transformer icon decision-transformer

Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.

drl-code-pytorch icon drl-code-pytorch

Concise pytorch implements of DRL algorithms, including REINFORCE, A2C, DQN, PPO(discrete and continuous), DDPG, TD3, SAC.

dtqn icon dtqn

Deep Transformer Q-Networks for Partially Observable Reinforcement Learning

fewshotlearning icon fewshotlearning

Pytorch implementation of the paper "Optimization as a Model for Few-Shot Learning"

garage icon garage

A toolkit for reproducible reinforcement learning research.

harlow icon harlow

Tutorial & scripts to run a meta-rl model on DeepMind Lab's Harlow task environment.

htm icon htm

Hierarchical Temporal Memory implemented in Python 3.7

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