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: 16 Dec 2024

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: 16 Dec 2024

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: 20 Dec 2024

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: 12 Nov 2024

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: 17 Dec 2024

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: 03 Nov 2024

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: 19 Dec 2024

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: 02 Nov 2024

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: 15 Dec 2024

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: 21 Dec 2024

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: 16 Dec 2024

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: 14 Nov 2024

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: 01 Dec 2024

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: 13 Nov 2024

https://github.com/berkeleyautomation/rlqp

Accelerating Quadratic Optimization with Reinforcement Learning

admm-algorithm osqp quadratic-programming reinforcement-learning td3

Last synced: 26 Nov 2024

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: 20 Nov 2024

https://github.com/jianzhnie/rltoolkit

RLToolkit is a flexible and high-efficient reinforcement learning framework. Include implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

a2c actor-critic ddpg ddqn dqn maddpg mappo ppo qmix rl sac td3 trpo

Last synced: 06 Dec 2024

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: 07 Nov 2024

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: 07 Nov 2024

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: 07 Nov 2024

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 Dec 2024

https://github.com/kanishknavale/trajectory-planning-using-her-and-reward-engineering

Trajectory planning based on Reinforcement Learning with Hindsight Experience Replay & Dense Reward Engineering to solve openai-gym robotics "FetchReach-v1" environment using TF2.

fetchreach-v1 hindsight-experience-replay openai-gym openai-gym-robotic-arm python reinforcement-learning reward-engineering td3 tensorflow2

Last synced: 10 Nov 2024

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