This is a reinforcement learning algorithm library. The code takes into account both performance and simplicity, with little dependence.
☆109Jun 16, 2022Updated 4 years ago
Alternatives and similar repositories for DRL_algorithm_library
Users that are interested in DRL_algorithm_library are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This is a project about deep reinforcement learning autonomous obstacle avoidance algorithm for UAV.☆731Jan 19, 2024Updated 2 years ago
- Distributed simulation system based on muduo☆12Feb 17, 2023Updated 3 years ago
- Modular-HER is revised from OpenAI baselines and supports many improvements for Hindsight Experience Replay as modules.☆17Jun 23, 2021Updated 5 years ago
- ☆20Feb 8, 2023Updated 3 years ago
- Implementation of Deep Deterministic Policy Gradient (DDPG) with Prioritized Experience Replay (PER)☆54Apr 29, 2026Updated 4 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Developed a Multi-Agent DDPG to solve Vehicle Scheduling problem.☆16Feb 12, 2023Updated 3 years ago
- This is an pytorch implementation of Distributed Proximal Policy Optimization(DPPO).☆62Jul 30, 2018Updated 8 years ago
- Concise pytorch implements of MARL algorithms, including MAPPO, MADDPG, MATD3, QMIX and VDN.☆742Oct 13, 2022Updated 3 years ago
- G-HER algorithm☆18May 24, 2019Updated 7 years ago
- Trading Robot based on LSTM-PPO☆30Dec 27, 2019Updated 6 years ago
- Transfer learning in deep reinforcement learning for continuous control. Implemented DDPG and TD3 algorithms and evaluated ability to ada…☆18Feb 25, 2025Updated last year
- A path planning framework based on Sampling-based algorithm and Deep Reinforcement learning.☆10May 9, 2023Updated 3 years ago
- D3QN implementation using pytorch☆15Jun 4, 2021Updated 5 years ago
- A high-performance minimalist KV database.☆15May 6, 2023Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Autonomous Driving on Carla simulator using Deep Deterministic Policy Gradients. Based on Kendall, et. al. 2018.☆13Apr 2, 2019Updated 7 years ago
- Using DDPG agent to control UAV system with energy efficiency☆16Jan 7, 2023Updated 3 years ago
- Concise pytorch implements of DRL algorithms, including REINFORCE, A2C, DQN, PPO(discrete and continuous), DDPG, TD3, SAC.☆1,489Mar 29, 2023Updated 3 years ago
- Algorithms described in the paper Hindsight Credit Assignment (NeurIPS 2019).☆11Oct 27, 2019Updated 6 years ago
- DRL-based collision avoidance for turtlebot3☆19Feb 6, 2023Updated 3 years ago
- Implementations of MAPPO and IPPO on SMAC, the multi-agent StarCraft environment.☆80Mar 25, 2022Updated 4 years ago
- Massively Parallel Deep Reinforcement Learning. 🔥☆4,365Feb 20, 2026Updated 7 months ago
- Implementation of the Deep Deterministic Policy Gradient and Hindsight Experience Replay.☆101May 12, 2025Updated last year
- The source code for Performance comparision of Deep RL algorithms for Energy Systems Optimal Scheduling☆176Mar 27, 2026Updated 5 months 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.
- Source Code for A Closer Look at Invalid Action Masking in Policy Gradient Algorithms☆170May 9, 2023Updated 3 years ago
- RDFS: an erasure code based cloud storage system☆39Jul 28, 2014Updated 12 years ago
- The official repository of Decoupled Reinforcement Learning to Stabilise Intrinsically-Motivated Exploration" (AAMAS 2022)☆26Feb 3, 2022Updated 4 years ago
- Use Multi-Agent Deep Deterministic Policy Gradient(DDPG) algorithm to find reasonable paths for ships☆35Oct 27, 2022Updated 3 years ago
- [JSAC 2018] Energy-Efficient UAV Control for Effective and Fair Communication Coverage: A Deep Reinforcement Learning Approach☆150Mar 7, 2024Updated 2 years ago
- I use OpenAi Robotics environment Fetch to train a robot to lift, slide, move objectives to defined targets. I do this using Deep Determi…☆32Feb 6, 2020Updated 6 years ago
- A curated list of RL resources☆56Jun 11, 2026Updated 3 months ago
- (Code) Multi-objective Sparrow Search Optimization for Task Scheduling in Fog-Cloud-Blockchain Systems☆18Oct 17, 2023Updated 2 years ago
- DeepCoord: Self-Learning Network and Service Coordination Using Deep Reinforcement Learning☆29May 10, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆13Oct 27, 2019Updated 6 years ago
- created an environment of 10*10 grid and 4 UAVs to carry out coverage path planning cooperatively☆109Oct 25, 2021Updated 4 years ago
- This is the code repository of drone deep reinforcement learning☆12Mar 30, 2021Updated 5 years ago
- RL algorithms☆141Mar 7, 2021Updated 5 years ago
- Low-level autonomous control and tracking of quadrotor using reinforcement learning - Proximal Policy Optimization☆11Dec 2, 2020Updated 5 years ago
- DRLib：a Concise Deep Reinforcement Learning Library, Integrating HER, PER and D2SR for Almost Off-Policy RL Algorithms.☆561Apr 2, 2024Updated 2 years ago
- An approach to using reinforcement learning techniques to optimize manufacturing processes.☆14Oct 13, 2019Updated 6 years ago