egg-west

Reinforcement Learning, Robotics and Game.

Pinned Repositories

AdamW-pytorch
Implementation and experiments for AdamW on Pytorch
Language:Python91 4 120
algorithms-cuda
parallel algorithm based on cuda
Language:Cuda1 1 00
alphastar
Language:Python0 0 00
CORL
High-quality single-file implementations of SOTA Offline RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC
Language:Python0 0 00
D4RL
A collection of reference environments for offline reinforcement learning
Language:Python00
IndRNN_cntk
An implementation of IndRNN on Microsoft cntk.
Language:Jupyter Notebook5 2 10
MCEP
source codes for our paper: Mildly Constrained Evaluation Policy for Offline Reinforcement Learning
Language:Python3 1 00
random-search-for-control-problem
An experiment shows the performances of random search methods on simple control problem
Language:Python0 1 00
Self-attention-on-text-calssification
This is a self-attention implement on cntk and was applied on text classification
Language:Python1 2 01
Stratega
Documentation: https://stratega.readthedocs.io/en/latest/
Language:C++1 1 00

egg-west's Repositories

egg-west/MCEP
source codes for our paper: Mildly Constrained Evaluation Policy for Offline Reinforcement Learning
Language:Python3 1 00
egg-west/Stratega
Documentation: https://stratega.readthedocs.io/en/latest/
Language:C++1 1 00
egg-west/alphastar
Language:Python0 0 00
egg-west/CORL
High-quality single-file implementations of SOTA Offline RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC
Language:Python0 0 00
egg-west/D4RL
A collection of reference environments for offline reinforcement learning
Language:Python00
egg-west/Diffusion-Policies-for-Offline-RL
Language:Python0 0 00
egg-west/egg-blog
Post out small science
Language:SCSS0 1 00
egg-west/egg-west.github.io
Language:SCSS0 1 00
egg-west/impact-driven-exploration
impact-driven-exploration
Language:Python0 0 00
egg-west/jaxrl2
Language:Jupyter Notebook0 0 00
egg-west/decision-diffuser
egg-west/DiT
Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"
egg-west/edp
[NeurIPS 2023] Efficient Diffusion Policy
Language:Python
egg-west/epymarl
An extension of the PyMARL codebase that includes additional algorithms and environment support
Language:Python
egg-west/homomorphic_policy_gradient
Author's PyTorch Implementation of Deep Homomorphic Policy Gradient (DHPG) - NeurIPS 2022
Language:Python
egg-west/IDQL
Repo for Implicit Diffusion Q-Learning
Language:Python
egg-west/LaMo-2023
Official code for "Unleashing the Power of Pre-trained Language Models for Offline Reinforcement Learning".
egg-west/latentplan
Code release for Efficient Planning in a Compact Latent Action Space (ICLR2023) https://arxiv.org/abs/2208.10291.
Language:Python
egg-west/mople
Language:Python
egg-west/offline-compositional-rl-datasets
Language:Python
egg-west/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.
Language:Python
egg-west/pymarl
Python Multi-Agent Reinforcement Learning framework
egg-west/rlkit
Collection of reinforcement learning algorithms
Language:Python0 0
egg-west/rr_for_MARL
Language:Python
egg-west/smac
SMAC: The StarCraft Multi-Agent Challenge
Language:Python0 0
egg-west/spr
Code for "Data-Efficient Reinforcement Learning with Self-Predictive Representations"
egg-west/SynthER
Synthetic Experience Replay
egg-west/TD7
Author's PyTorch implementation of TD7 for online and offline RL
egg-west/VE-principle-for-model-based-RL
Repository for ML Reproducibility Challenge 2020 for the Neurips paper, "The Value Equivalence Principle for Model-Based Reinforcement Learning"
Language:Python0 0
egg-west/XQL
Extreme Q-Learning: Max Entropy RL without Entropy
Language:Python0 0