Projects in Awesome Lists tagged with td3
A curated list of projects in awesome lists tagged with td3 .
https://github.com/datawhalechina/easy-rl
强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/
a3c ddpg deep-reinforcement-learning double-dqn dqn dueling-dqn easy-rl imitation-learning policy-gradient ppo q-learning reinforcement-learning sarsa td3
Last synced: 10 May 2025
https://github.com/thu-ml/tianshou
An elegant PyTorch deep reinforcement learning library.
a2c atari bcq cql ddpg double-dqn dqn drl imitation-learning mujoco npg policy-gradient ppo pytorch rl sac td3 transferlab trpo
Last synced: 13 May 2025
https://github.com/sweetice/deep-reinforcement-learning-with-pytorch
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
a2c a3c actor-critic actor-critic-algorithm algorithm alphago deep-learning deep-reinforcement-learning dqn policy-gradient ppo pytorch reinforce resnet sac sarsa td3 trpo
Last synced: 14 May 2025
https://github.com/ai4finance-foundation/elegantrl
Massively Parallel Deep Reinforcement Learning. 🔥
a2c bipedalwalkerhardcore ddpg dqn drl-pytorch efficient gae lightweight model-free-rl multiple-gpu per ppo pytorch reinforcement-learning sac stable td3
Last synced: 13 May 2025
https://github.com/AI4Finance-Foundation/ElegantRL
Massively Parallel Deep Reinforcement Learning. 🔥
a2c bipedalwalkerhardcore ddpg dqn drl-pytorch efficient gae lightweight model-free-rl multiple-gpu per ppo pytorch reinforcement-learning sac stable td3
Last synced: 02 Apr 2025
https://github.com/sweetice/Deep-reinforcement-learning-with-pytorch
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
a2c a3c actor-critic actor-critic-algorithm algorithm alphago deep-learning deep-reinforcement-learning dqn policy-gradient ppo pytorch reinforce resnet sac sarsa td3 trpo
Last synced: 01 May 2025
https://github.com/shangtongzhang/deeprl
Modularized Implementation of Deep RL Algorithms in PyTorch
a2c categorical-dqn ddpg deep-reinforcement-learning deeprl double-dqn dqn dueling-network-architecture option-critic option-critic-architecture ppo prioritized-experience-replay pytorch quantile-regression rainbow td3
Last synced: 13 Apr 2025
https://github.com/ShangtongZhang/DeepRL
Modularized Implementation of Deep RL Algorithms in PyTorch
a2c categorical-dqn ddpg deep-reinforcement-learning deeprl double-dqn dqn dueling-network-architecture option-critic option-critic-architecture ppo prioritized-experience-replay pytorch quantile-regression rainbow td3
Last synced: 01 Apr 2025
https://github.com/XinJingHao/DRL-Pytorch
Clean, Robust, and Unified PyTorch implementation of popular Deep Reinforcement Learning (DRL) algorithms (Q-learning, Duel DDQN, PER, C51, Noisy DQN, PPO, DDPG, TD3, SAC, ASL)
asl c51 categorical-dqn ddpg deep-reinforcement-learning double-dqn dueling-dqn machine-learning noisynet-dqn ppo prioritized-experience-replay pytorch q-learning reinforcement-learning sac td3
Last synced: 04 Mar 2025
https://github.com/dongminlee94/deep_rl
PyTorch implementation of deep reinforcement learning algorithms
a2c ddpg ddqn deep-reinforcement-learning dqn model-free-rl npg ppo pytorch sac sac-aea td3 trpo vpg
Last synced: 05 Apr 2025
https://github.com/sudharsan13296/deep-reinforcement-learning-with-python
Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math
a2c a3c actor-critic bellman-equation c51 ddpg deep-learning deep-reinforcement-learning double-dqn dqn inverse-reinforcement-learning openai-gym policy-gradient ppo q-learning reinforcement-learning sac td3 trpo
Last synced: 05 Apr 2025
https://github.com/iffix/machin
Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...
a3c-pytorch ddpg deep-learning distributed dqn ppo prioritized-experience-replay python pytorch pytorch-lightning pytorch-reinforcement-learning reinforcement-learning sac td3
Last synced: 04 Apr 2025
https://github.com/zuoxingdong/lagom
lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.
artificial-intelligence cem cmaes ddpg deep-deterministic-policy-gradient deep-learning deep-reinforcement-learning evolution-strategies machine-learning mujoco policy-gradient ppo proximal-policy-optimization python pytorch reinforcement-learning research sac soft-actor-critic td3
Last synced: 02 Aug 2025
https://github.com/agentmaker/paddle-rlbooks
Paddle-RLBooks is a reinforcement learning code study guide based on pure PaddlePaddle.
actor-critic c51 ddpg double-dqn dqn dueling-dqn noisy-dqn nstep-dqn paddlepaddle policy-gradient policy-gradient-with-baseline policy-iteration q-learning reinforce reinforcement-learning sac sarsa td3 value-iteration
Last synced: 02 Jul 2025
https://github.com/nikhilbarhate99/td3-pytorch-bipedalwalker-v2
Twin Delayed DDPG (TD3) PyTorch solution for Roboschool and Box2d environment
bipedalwalker ddpg deep-reinforcement-learning lunar-lander openai-gym openai-gym-environments pytorch pytorch-implmention reinforcement-learning td3
Last synced: 04 May 2025
https://github.com/berkeleyautomation/rlqp
Accelerating Quadratic Optimization with Reinforcement Learning
admm-algorithm osqp quadratic-programming reinforcement-learning td3
Last synced: 13 Aug 2025
https://github.com/kaymen99/robot-arm-control-with-rl
Robot arm control using reinforcement learning algorithms : DDPG and TD3 with hindsight experience replay (HER)
ddpg-algorithm hindsight-experience-replay reinforcement-learning robot-control td3 twin-delayed-policy-gradient
Last synced: 15 Apr 2025
https://github.com/jason-cky/deeprl-pytorch
Pytorch implementations of various Deep Reinforcement Learning algorithms on pybullet environments.
ddpg ppo pybullet-environments python3 pytorch-implementation reinforcement-learning-algorithms rlbench td3 trpo
Last synced: 10 Jul 2025
https://github.com/qasimwani/rl-unity
Implementation of Deep Reinforcement Learning algorithms in the Unity game engine.
ddpg dqn-pytorch drl multi-agent-reinforcement-learning prioritized-experience-replay python3 pytorch td3 unity
Last synced: 12 Apr 2025
https://github.com/qasimwani/policy-value-methods
Deep Reinforcement Learning algorithms for Policy Value methods written from scratch.
a3c-lstm actor-critic algorithms augmented-random-search ddpg deep-neural-networks deep-reinforcement-learning evolutionary-algorithms openai-gym policy-gradient proximal-policy-optimization reinforce td3
Last synced: 12 Apr 2025
https://github.com/kanishknavale/trajectory-planning-using-her-and-reward-engineering
Trajectory planning based on RL with Hindsight Experience Replay & Dense Reward Engineering to solve openai-gym robotics "FetchReach-v1" environment using TF2 & PyTorch
fetchreach-v1 hindsight-experience-replay openai-gym openai-gym-robotic-arm python pytorch reinforcement-learning reward-engineering td3 tensorflow2
Last synced: 22 Apr 2025
https://github.com/lucadellalib/actorch
Deep reinforcement learning framework for fast prototyping based on PyTorch
a2c acktr actor-critic ddpg deep-learning deep-reinforcement-learning distributional-rl gymnasium machine-learning ppo python pytorch ray-tune reinforcement-learning retrace sac td3 trpo vtrace
Last synced: 13 Apr 2025
https://github.com/jianzhnie/deep-rl-toolkit
RLToolkit is a flexible and high-efficient reinforcement learning framework. Include implementation of DQN, AC,A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
actor-critic atari ddpg deep-reinforcement-learning dqn gym mujoco ppo sac td3 trpo
Last synced: 06 Sep 2025
https://github.com/sarodyatawatta/smart-calibration
Deep reinforcement learning for smart calibration of radio telescopes. Automatic hyper-parameter tuning.
ddpg distributed-computing elastic-net-regression hyperparameter-optimization influence-maps openai-gym pytorch radio-astronomy radio-telescopes reinforcement-learning sac sagecal td3
Last synced: 16 Aug 2025
https://github.com/prakhr/reinforcement-learning-book
[Book] :- Andrea Lonza - Reinforcement Learning Algorithms with Python_ Learn, understand, and develop smart algorithms for addressing AI challenges-Packt Publishing (2019)
actor-critic baseline-cnns dagger ddpg dqn duckietown-environment gym gym-environment multiarmed-bandits policy-gradient policy-iteration pybox2d reinforce reinforcement-learning-algorithms roboschool sarsa-learning td3 tensorflow trpo value-iteration
Last synced: 03 May 2025
https://github.com/mokeddembillel/continuous-rl
A codebase for continuous action spaces Reinforcement Learning algorithms
codebase ddpg ddpg-algorithm ddpg-pytorch reinforcement-learning reinforcement-learning-algorithms sac sac-pytorch soft-actor-critic soft-q-learning sql sql-pytorch td3 td3-pytorch
Last synced: 15 Mar 2025
https://github.com/coreylowman/rl_simply
Simple pytorch implementations of RL algorithms
pytorch reinforcement-learning reinforcement-learning-algorithms rl sac soft-actor-critic td3
Last synced: 24 Mar 2025
https://github.com/holounic/dvd-td3
arXiv:2002.00632 implementation
pytorch reinforcement-learning td3
Last synced: 26 Mar 2025
https://github.com/taherfattahi/ackermann-rl-obstacle-td3
TD3 Reinforcement Learning for Obstacle Avoidance in Ackermann-Steering Robots
ackermann ackermann-vehicle pytorch reinforcement-learning td3 td3-pytorch
Last synced: 13 Apr 2025
https://github.com/kanishknavale/custom-gym-env.-for-deep-reinforcement-learning
This repository implements a method to build custom gym environments to train Deep Reinforcement Learning Agents.
control-systems gym-environment python3 pytorch reinforcement-learning reward-engineering td3
Last synced: 24 Feb 2025
https://github.com/augustunderground/edelwace
Reinforcement Learning Agents for Analog Circuit Sizing in Haskell.
analog-circuit deep-reinforcement-learning haskell hasktorch hindsight-experience-replay ppo prioritized-experience-replay sac td3 torch
Last synced: 29 Jul 2025
https://github.com/jaim-pato15/q_learning
Q-Learning Implementation for Process Optimization A reinforcement learning project that calculates the shortest route between locations using the Q-Learning algorithm. This code demonstrates how AI can optimize processes in a simulated environment with predefined states and rewards. 🚀
deep-learning deep-reinforcement-learning dqn knn-classification q quantum-ai quantum-programming-language reinforcement-learning stock-price-prediction td3 tensorflow trading-algorithms transformers tutorials
Last synced: 27 Mar 2025
https://github.com/legalaspro/rl-odyssey
RL-Odyssey is a research framework for continuous control that implements state-of-the-art RL algorithms (SAC, TD3, PPO, etc.) with clean experiment scripts and interactive notebooks.
a3c actor-critic continuous-control ddpg deep-learning deep-reinforcement-learning dm-control gymnasium mujoco policy-gradient ppo proximal-policy-optimization pytorch reinforcement-learning sac soft-actor-critic td3 trpo trust-region-policy-optimization
Last synced: 04 Mar 2025
https://github.com/raleighlittles/passport_mrz_decoder
Automatic online passport MRZ decoding using Flask and Tesseract. Deployment coming soon!
icao-9303 mrv-a mrz ocrb passport pytesseract-ocr td3
Last synced: 14 Jul 2025
