benellis3 Goto Github PK

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

benellis3.github.io

bitverify

Charlie Group Project for document verification based on the bitcoin blockchain

cdt_challenge_2021

CDT Challenge 2021: Autonomous exploration with wheeled robots

cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

dcd

Implementations of robust Dual Curriculum Design (DCD) algorithms for unsupervised environment design.

dfac

[ICML 2021] DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning

dopamine

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

dreamerv3-compute

Mastering Diverse Domains through World Models

embedded

epymarl

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

gaussian_process

gymnax-blines

Baselines for gymnax 🤖

jaxmarl

Multi-Agent Reinforcement Learning with JAX

mappo

marlenvs

Hello, I pushed some python environments for Multi Agent Reinforcement Learning.

ml_assignment

Assignment for the AIMS CDT ML course

on-policy

This is the official implementation of Multi-Agent PPO (MAPPO).

purejaxrl

Really Fast End-to-End Jax RL Implementations

pymarl2

Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)

refil

Code for "Randomized Entity-wise Factorization for Multi-Agent Reinforcement Learning" ICML 2021

smac

SMAC: The StarCraft Multi-Agent Challenge

smaclite

The Statcraft Multi-Agent challenge lite

transferreport

Transfer Thesis

urban_sound