Reinforcement Learning Libraries - Page 8

Train an RL agent to execute natural language instructions in a 3D Environment (PyTorch)

Python 226Updated: 4 y ago License: Permissive (MIT)

UPDATE: This challenge has ended. INSTRUCTIONS: Beat challenge 1 (download the game, change the code) here. Then beat challenge 2. First five to beat challenge 3 win $10,000 USD each. No joke.

C# 226Updated: 4 y ago License: Permissive (MIT)

Reinforcement Learning in Go

Go 223Updated: 4 y ago License: Permissive (Apache-2.0)

A simple store for all your basic needs, and a foundational data layer primitive for iOS and Mac apps. 🐱

Swift 221Updated: 2 y ago License: Permissive (MIT)

Actor-critic with experience replay

Python 219Updated: 4 y ago License: Permissive (MIT)

A MuJoCo/Gym environment for robot control using Reinforcement Learning. The task of agents in this environment is pixel-wise prediction of grasp success chances.

Python 217Updated: 2 y ago License: Permissive (MIT)

Mean Field Multi-Agent Reinforcement Learning

Python 216Updated: 4 y ago License: Permissive (MIT)

Leaflet offline layer

TypeScript 216Updated: 2 y ago License: Weak Copyleft (LGPL-3.0)

Fun with time travel: Implementing retroactive data structures in Python

Python 215Updated: 4 y ago License: No License (No License)

Code for the paper "Phasic Policy Gradient"

Python 213Updated: 2 y ago License: Permissive (MIT)

An environment to high-frequency trading agents under reinforcement learning

Python 212Updated: 4 y ago License: Permissive (Apache-2.0)

A python interface for training Reinforcement Learning bots to battle on pokemon showdown

Python 212Updated: 2 y ago License: Permissive (MIT)

Simple (but often Strong) Baselines for POMDPs in PyTorch - ICML 2022

Python 212Updated: 2 y ago License: Permissive (MIT)

A Deep-Reinforcement Learning Approach for Software-Defined Networking Routing Optimization

Python 210Updated: 2 y ago License: Permissive (MIT)

This is the code for "Landing a SpaceX Falcon Heavy Rocket" By Siraj Raval on Youtube

Python 209Updated: 2 y ago License: No License (No License)

Selfplay In MultiPlayer Environments

Python 209Updated: 2 y ago License: Strong Copyleft (GPL-3.0)

Multitask Environments for RL

Python 208Updated: 4 y ago License: Proprietary (Proprietary)

PyTorch implementation of Soft-Actor-Critic and Prioritized Experience Replay (PER) + Emphasizing Recent Experience (ERE) + Munchausen RL + D2RL and parallel Environments.

Python 206Updated: 2 y ago License: Permissive (MIT)

Simple reinforcement learning in Python.

Python 205Updated: 4 y ago License: No License (No License)

A deep reinforcement learning bot that plays tetris

Python 203Updated: 2 y ago License: Permissive (MIT)

Rocket-recycling with Reinforcement Learning

Python 203Updated: 2 y ago License: No License (No License)

Random Network Distillation pytorch

Python 202Updated: 2 y ago License: Permissive (MIT)

Multi Agent Reinforcement Learning using MalmÖ

Python 202Updated: 4 y ago License: Permissive (MIT)

Pytorch reimplementation for "Gradient Surgery for Multi-Task Learning"

Python 199Updated: 2 y ago License: Permissive (BSD-3-Clause)

Multi Task RL Baselines

Python 198Updated: 2 y ago License: Permissive (MIT)

Implementation of Deep Deterministic Policy Gradients using TensorFlow and OpenAI Gym

Jupyter Notebook 198Updated: 4 y ago License: Permissive (MIT)

Sokoban environment for OpenAI Gym

Python 197Updated: 4 y ago License: Permissive (MIT)

A resource for learning about deep learning techniques from regression to LSTM and Reinforcement Learning using financial data and the fitness functions of algorithmic trading

Jupyter Notebook 197Updated: 2 y ago License: Permissive (MIT)

Repository for codes of 'Deep Reinforcement Learning'

Python 196Updated: 2 y ago License: No License (No License)

Programmable Engine for Drone Reinforcement Learning Applications

Python 196Updated: 2 y ago License: Permissive (MIT)

Reinforcement learning framework to accelerate research

Python 195Updated: 2 y ago License: Strong Copyleft (GPL-3.0)

Train an RL agent to localize actively (PyTorch)

Python 195Updated: 4 y ago License: No License (No License)

SenseAct: A computational framework for developing real-world robot learning tasks

Python 194Updated: 2 y ago License: Permissive (BSD-3-Clause)

A repository full of Pynecone example apps.

Python 194Updated: 2 y ago License: No License (No License)

PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.

Python 193Updated: 5 y ago License: Permissive (MIT)

Safe reinforcement learning with stability guarantees

Python 192Updated: 2 y ago License: Permissive (MIT)

A structured implementation of MuZero

Python 192Updated: 2 y ago License: No License (No License)

[ICLR 2018] TensorFlow code for zero-shot visual imitation by self-supervised exploration

Python 192Updated: 4 y ago License: Permissive (BSD-2-Clause)

Pytorch for Deep Reinforcement Learning

Python 191Updated: 2 y ago License: No License (No License)

Collection of Reinforcement Learning / Meta Reinforcement Learning Environments.

Python 190Updated: 3 y ago License: Permissive (Apache-2.0)

[ICML 2020] PyTorch Code for "One Policy to Control Them All: Shared Modular Policies for Agent-Agnostic Control"

Jupyter Notebook 190Updated: 2 y ago License: Proprietary (Proprietary)

Model Predictive Path Integral (MPPI) with approximate dynamics implemented in pytorch

Python 188Updated: 2 y ago License: Permissive (MIT)

Official implementation of paper "Learning to Dispatch for Job Shop Scheduling via Deep Reinforcement Learning"

Python 188Updated: 2 y ago License: No License (No License)

POMDPs in Python.

Python 187Updated: 4 y ago License: Permissive (MIT)

Neural Combinatorial Optimization with Reinforcement Learning

Python 187Updated: 4 y ago License: Permissive (MIT)

ProMP: Proximal Meta-Policy Search

Python 186Updated: 4 y ago License: Permissive (MIT)

면접 대비 CS 스터디(+알고리즘)

Java 186Updated: 2 y ago License: No License (No License)

[ICCV 2021] Official PyTorch Implementation of "AgentFormer: Agent-Aware Transformers for Socio-Temporal Multi-Agent Forecasting".

Python 186Updated: 2 y ago License: Permissive (MIT)

This is a benchmark repository for safe reinforcement learning algorithms

Python 186Updated: 2 y ago License: Permissive (Apache-2.0)

AI research environment for the Atari 2600 games 🤖.

Python 185Updated: 4 y ago License: Permissive (MIT)