egg-west Goto Github PK

adamw-pytorch

Implementation and experiments for AdamW on Pytorch

algorithms-cuda

parallel algorithm based on cuda

alphastar

corl

High-quality single-file implementations of SOTA Offline RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC

d4rl

A collection of reference environments for offline reinforcement learning

decision-diffuser

diffusion-policies-for-offline-rl

dit

Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"

edp

[NeurIPS 2023] Efficient Diffusion Policy

egg-blog

Post out small science

egg-west.github.io

epymarl

An extension of the PyMARL codebase that includes additional algorithms and environment support

homomorphic_policy_gradient

Author's PyTorch Implementation of Deep Homomorphic Policy Gradient (DHPG) - NeurIPS 2022

idql

Repo for Implicit Diffusion Q-Learning

impact-driven-exploration

impact-driven-exploration

indrnn_cntk

An implementation of IndRNN on Microsoft cntk.

jaxrl2

lambda-opt

Pytorch implementation of λOpt: Learn to Regularize Recommender Models in Finer Levels, KDD 2019

lamo-2023

Official code for "Unleashing the Power of Pre-trained Language Models for Offline Reinforcement Learning".

latentplan

Code release for Efficient Planning in a Compact Latent Action Space (ICLR2023) https://arxiv.org/abs/2208.10291.

mcep

source codes for our paper: Mildly Constrained Evaluation Policy for Offline Reinforcement Learning

mople

obj-file-loader-and-visualizer

A opengl-cpp implementation for .obj file loading and visualizing

offline-compositional-rl-datasets

pdmorl-preference-driven-multi-objective-reinforcement-learning-algorithm

A novel preference-driven multi-objective reinforcement learning algorithm using a single policy network that covers the entire preference space in a given domain.

pymarl

Python Multi-Agent Reinforcement Learning framework

random-search-for-control-problem

An experiment shows the performances of random search methods on simple control problem

rlkit

Collection of reinforcement learning algorithms

rr_for_marl

self-attention-on-text-calssification

This is a self-attention implement on cntk and was applied on text classification