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dreamer

Dream to Control: Learning Behaviors by Latent Imagination

dreamerv3

Mastering Diverse Domains through World Models

drl-hw3

edl

Code for "Explore, Discover and Learn: Unsupervised Discovery of State-Covering Skills"

epi

Code for Environment Probing Interaction Policies [ICLR 2019]

evolvingplasticann

Codes for Evolving Plastic ANNs

exp_maml

Code for "Learning Exploration Strategies for Model Agnostic Meta-Reinforcement Learning", ICML AMTL workshop

feudalnets-pytorch

PyTorch Implementation of FeUdal Networks for Hierarchical Reinforcement Learning (FuNs), Vezhnevets et al. 2017.

few-shot-preference-rl

finrl

FinRL: The first open-source project for financial reinforcement learning. Please star. 🔥

flamingo-pytorch

Implementation of 🦩 Flamingo, state-of-the-art few-shot visual question answering attention net out of Deepmind, in Pytorch

focal-iclr

Code for FOCAL Paper Published at ICLR 2021

funzo

Python toolkit for (Inverse) Reinforcement Learning

garage

A toolkit for reproducible reinforcement learning research.

git-homework19

git-test

用于git讲座和招新测试

gitskills

harmonica

Code repository for the paper "Hyperparameter Optimization: A Spectral Approach" by Elad Hazan, Adam Klivans, Yang Yuan.

hebbianmetalearning

Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686

hedged_instance_embedding

embedding method for measuring uncertainty

hib

hierarchical_morphology_transfer

Code for paper "Hierarchically Decoupled Imitation for Morphological Transfer"

higl

PyTorch code accompanying the paper "Landmark-Guided Subgoal Generation in Hierarchical Reinforcement Learning" (NeurIPS 2021).

howtotrainyourmamlpytorch

The original code for the paper "How to train your MAML" along with a replication of the original "Model Agnostic Meta Learning" (MAML) paper in Pytorch.

hrac

PyTorch code accompanying the paper "Generating Adjacency-Constrained Subgoals in Hierarchical Reinforcement Learning" (NeurIPS 2020).

hypnettorch

Package for working with hypernetworks in PyTorch.

idaq_public

implicit_q_learning

iql-pytorch

A PyTorch implementation of Implicit Q-Learning

kfc

Koopman Q-learning: Offline Reinforcement Learning via Symmetries of Dynamics.