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32 search results found

Slm Lab ⭐ 1,052

Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".

Computational framework for reinforcement learning in traffic control

SMAC: The StarCraft Multi-Agent Challenge

Omnisafe ⭐ 831

OmniSafe is an infrastructural framework for accelerating SafeRL research.

Overcooked_ai ⭐ 593

A benchmark environment for fully cooperative human-AI performance.

DrQ: Data regularized Q

Robohive ⭐ 360

A unified framework for robot learning

Open-Source Framework for Development, Simulation and Benchmarking of Behavior Planning Algorithms for Autonomous Driving

Gym Electric Motor ⭐ 250

Gym Electric Motor (GEM): An OpenAI Gym Environment for Electric Motors

A universal flight control tuning framework

A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)

Causalworld ⭐ 169

CausalWorld: A Robotic Manipulation Benchmark for Causal Structure and Transfer Learning

Benchmarl ⭐ 115

A collection of MARL benchmarks based on TorchRL

Memory Maze ⭐ 89

Evaluating long-term memory of reinforcement learning algorithms

Decoupled Reward-free ExplorAtion and Execution for Meta-reinforcement learning

Policy Adaptation During Deployment ⭐ 46

Training code and evaluation benchmarks for the "Self-Supervised Policy Adaptation during Deployment" paper.

Skinnerdb ⭐ 43

SkinnerDB is an analytical database management system. It uses adaptive processing and reinforcement learning to find near-optimal join orders.

Catalyst Rl Framework ⭐ 29

Catalyst.RL: A Distributed Framework for Reproducible RL Research

🔥 Datasets and env wrappers for offline safe reinforcement learning

Safe Multi Agent Mujoco ⭐ 26

Safe Multi-Agent MuJoCo benchmark for safe multi-agent reinforcement learning research.

Dacbench ⭐ 25

A benchmark library for Dynamic Algorithm Configuration.

Reinforcement Learning Replications ⭐ 22

Reinforcement Learning Replications is a set of Pytorch implementations of reinforcement learning algorithms.

Ai4math Papers ⭐ 19

AI for Mathematics (AI4Math) paper list

Prudex Compass ⭐ 19

Official implementation of PRUDEX-Compass

Continual Reinforcement Learning in 3D Non-stationary Environments

Mdp Playground ⭐ 18

A python package to design and debug RL agents.

Tensortrade ⭐ 14

This repository hosts all my codings related to TensorTrade. It consists of the main program, the old versions of it and some extras to give more insights.

Mushroom Rl Benchmark ⭐ 14

Benchmarking suite for MushroomRL Deep RL algorithms

Safe Rl Benchmark ⭐ 12

A library to benchmark reinforcement learning algorithms

A clean framework and implementations for reinforcement learning algorithms.

Diamond_env ⭐ 12

Standardized Minecraft Diamond Environment for Reinforcement Learning

Spacefortress ⭐ 9

OpenAI Gym compatible reinforcement learning environment for Space Fortress https://arxiv.org/abs/1809.02206

Medkit Learn ⭐ 9

The Medkit-Learn(ing) Environment: Medical Decision Modelling through Simulation (NeurIPS 2021) by Alex J. Chan, Ioana Bica, Alihan Huyuk, Daniel Jarrett, and Mihaela van der Schaar.

Tatoeba Mt Benchmark ⭐ 5

Tatoeba machine translation benchmark and implementations of different seq2seq algorithms.

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