Actor-critic trained w PPO on OpenAI's Procgen Benchmark (PyTorch). Built from scratch.
☆102Feb 1, 2020Updated 6 years ago
Alternatives and similar repositories for simple-A2C-PPO
Users that are interested in simple-A2C-PPO are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [DEPRECATED] Advantage Actor Critic model in PyTorch inspired by OpenAI baselines TensorFlow implementation☆52Feb 4, 2020Updated 6 years ago
- Implementation for ACER in tensorflow and sonnet by deepmind☆11Aug 28, 2017Updated 9 years ago
- A Clearer and Simpler Synchronous Advantage Actor Critic (A2C) Implementation in TensorFlow☆182Feb 10, 2019Updated 7 years ago
- PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinfor…☆3,907May 29, 2022Updated 4 years ago
- Reinforcement Learning Project☆12Jan 16, 2017Updated 9 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Proximal policy optimization in PyTorch. Easy to read and understand.☆51Oct 30, 2020Updated 6 years ago
- Implementation of MCTS algorithms in Munos (2014)☆13Aug 8, 2018Updated 8 years ago
- Python library for modern thread / multiprocessing pooling and task processing via asyncio☆16Feb 2, 2021Updated 5 years ago
- [NeurIPS 2020, Spotlight] State-Adversarial DQN (SA-DQN) for robust deep reinforcement learning☆35Feb 22, 2021Updated 5 years ago
- Code for the paper "Leveraging Procedural Generation to Benchmark Reinforcement Learning"☆182Apr 2, 2023Updated 3 years ago
- OpenAI Gym Environments for the Application of Reinforcement Learning in the Simulation of Wireless Networked Feedback Control Loops☆15Feb 5, 2021Updated 5 years ago
- ☆15Feb 29, 2020Updated 6 years ago
- WARNING: This repository is no longer maintained ⚠️ This repository will not be updated.☆12May 31, 2022Updated 4 years ago
- My implementation of the Proximal Policy Optisation algorithm using Keras as a backend☆88Nov 15, 2019Updated 6 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Basic reinforcement learning implementation with tensorflow version 2.0☆52Apr 20, 2020Updated 6 years ago
- Code for "SMIX(λ): Enhancing Centralized Value Functions for Cooperative Multi-Agent Reinforcement Learning" AAAI 2020☆27Dec 8, 2022Updated 3 years ago
- Experiment code for the ICLR 2020 paper "RTFM: Generalising to New Environment Dynamics via Reading".☆40Oct 12, 2021Updated 5 years ago
- Curiosity-driven Exploration by Self-supervised Prediction☆147Mar 12, 2023Updated 3 years ago
- Lipschitz Lifelong RL☆11Nov 6, 2020Updated 5 years ago
- 基于ADP算法求解微电网实时经济调度问题☆13May 10, 2024Updated 2 years ago
- ☆19Mar 1, 2023Updated 3 years ago
- Gridworld environments for OpenAI gym.☆79Feb 15, 2024Updated 2 years ago
- Implementation of the algorithm in Python 3, TensorFlow and OpenAI Gym☆176Mar 1, 2018Updated 8 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Network Randomization: A Simple Technique for Generalization in Deep Reinforcement Learning / ICLR 2020☆57Apr 27, 2020Updated 6 years ago
- PyTorch implementation of Hierarchical Actor Critic (HAC) for OpenAI gym environments☆335Nov 24, 2021Updated 4 years ago
- A simple framework for experimenting with Reinforcement Learning in Python.☆335Feb 27, 2024Updated 2 years ago
- Deep Reinforcement Learning algorithms implemented in PyTorch☆48Jun 9, 2018Updated 8 years ago
- A novel DDPG method with prioritized experience replay (IEEE SMC 2017)☆51Nov 13, 2018Updated 7 years ago
- A Deep Reinforcement Learning Network for Traffic Light Cycle Control☆51Mar 22, 2021Updated 5 years ago
- MineRL 2021 Intro track baselines☆13Jul 30, 2021Updated 5 years ago
- ☆12Jul 4, 2022Updated 4 years ago
- Implementation of "Control of Memory, Active Perception, and Action in Minecraft"☆86Dec 23, 2016Updated 9 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Twin Delayed DDPG (TD3) PyTorch solution for Roboschool and Box2d environment☆105Jun 7, 2019Updated 7 years ago
- Pytorch Implementation of Proximal Policy Optimization Algorithm☆20Mar 7, 2018Updated 8 years ago
- CS234 Project, Winter 2019☆10Mar 20, 2019Updated 7 years ago
- Pytorch code for "Learning Guidance Rewards with Trajectory-space Smoothing" (NeurIPS 2020)☆12Jul 7, 2021Updated 5 years ago
- This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Duel…☆698Dec 18, 2025Updated 10 months ago
- ☆20Apr 10, 2018Updated 8 years ago
- Train I3D on NTU-RGB+D dataset in keras☆11Feb 5, 2019Updated 7 years ago