Projects in Awesome Lists tagged with sac

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/seungeunrho/minimalrl

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

a2c a3c acer ddpg deep-learning deep-reinforcement-learning dqn machine-learning policy-gradients ppo pytorch reinforce reinforcement-learning sac simple

Last synced: 20 Dec 2024

https://github.com/seungeunrho/minimalRL

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

a2c a3c acer ddpg deep-learning deep-reinforcement-learning dqn machine-learning policy-gradients ppo pytorch reinforce reinforcement-learning sac simple

Last synced: 04 Nov 2024

https://github.com/kengz/slm-lab

Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".

a2c a3c benchmark deep-reinforcement-learning dqn policy-gradient ppo pytorch reinforcement-learning sac

Last synced: 15 Dec 2024

https://github.com/kengz/SLM-Lab

Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".

a2c a3c benchmark deep-reinforcement-learning dqn policy-gradient ppo pytorch reinforcement-learning sac

Last synced: 02 Nov 2024

https://github.com/MushroomRL/mushroom-rl

Python library for Reinforcement Learning.

atari ddpg deep-learning deep-reinforcement-learning dqn mujoco openai-gym pybullet pytorch qlearning reinforcement-learning rl sac trpo

Last synced: 02 Nov 2024

https://github.com/TianhongDai/reinforcement-learning-algorithms

This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Dueling Network, DDPG, SAC, A2C, PPO, TRPO. (More algorithms are still in progress)

a2c actor-critic algorithm atari2600 ddpg deep-learning deep-reinforcement-learning dqn dueling-dqn flappy-bird ppo proximal-policy-optimization pytorch sac soft-actor-critic trpo trust-region-policy-optimization

Last synced: 27 Nov 2024

https://github.com/cpnota/autonomous-learning-library

A PyTorch library for building deep reinforcement learning agents.

a2c advantage-actor-critic ddpg deep-deterministic-policy-gradient deep-q-learning deep-reinforcement-learning dqn dqn-pytorch ppo proximal-policy-optimization reinforcement-learning reinforcement-learning-algorithms sac soft-actor-critic

Last synced: 02 Nov 2024

https://github.com/marload/deeprl-tensorflow2

🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2

a2c a3c ddpg deep-learning deep-reinforcement-learning double-dqn dqn dueling-dqn machine-learning ppo rainbow-dqn reinforce reinforcement-learning sac tensorflow tensorflow2 trpo

Last synced: 20 Dec 2024

https://github.com/ikostrikov/jaxrl

JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.

batch-reinforcement-learning behavioral-cloning continuous-control deep-deterministic-policy-gradient deep-learning deep-reinforcement-learning flax gym jax offline-reinforcement-learning reinforcement-learning sac soft-actor-critic

Last synced: 21 Dec 2024

https://github.com/MishaLaskin/curl

CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning

contrastive-learning contrastive-loss contrastive-predictive-coding curl deep-learning deep-learning-algorithms deep-neural-networks deep-q-learning deep-q-network deep-reinforcement-learning deep-rl deeplearning deeplearning-ai gpu model-free-rl off-policy reinforcement-agents reinforcement-learning reinforcement-learning-algorithms sac

Last synced: 23 Nov 2024

https://github.com/mishalaskin/curl

CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning

contrastive-learning contrastive-loss contrastive-predictive-coding curl deep-learning deep-learning-algorithms deep-neural-networks deep-q-learning deep-q-network deep-reinforcement-learning deep-rl deeplearning deeplearning-ai gpu model-free-rl off-policy reinforcement-agents reinforcement-learning reinforcement-learning-algorithms sac

Last synced: 21 Dec 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/StepNeverStop/RLs

Reinforcement Learning Algorithms Based on PyTorch

deep-reinforcement-learning gym ml-agents pytorch reinforcement-learning reinforcement-learning-algorithm sac training-agents unity3d

Last synced: 10 Nov 2024

https://github.com/mishalaskin/rad

RAD: Reinforcement Learning with Augmented Data

codebase data- data-augmentations deep-learning deep-learning-algorithms deep-neural-networks deep-q-learning deep-q-network deep-reinforcement-learning deeplearning-ai dm-control model-free mujoc off-policy ppo rad reinforcement-learning rl sac soft-actor-critic

Last synced: 16 Dec 2024

https://github.com/denisyarats/drq

DrQ: Data regularized Q

actor-critic control data-augmentation deep-learning deep-reinforcement-learning dm-control drq gym model-free mujoco off-policy pixel python pytorch reinforcement-learning rl sac soft-actor-crit

Last synced: 13 Nov 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/araffin/learning-to-drive-in-5-minutes

Implementation of reinforcement learning approach to make a car learn to drive smoothly in minutes

donkey-car gym openai reinforcement-learning rl sac self-driving-car simulator soft-actor-critic srl stable-baselines state-representation-learning unity vae

Last synced: 27 Nov 2024

https://github.com/BY571/Soft-Actor-Critic-and-Extensions

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

actor-critic-algorithm continuous d2rl emphasizing-recent-experience multi-environment munchausen munchausen-reinforcement-learning parallel-computing prioritized-experience-replay pytorch reinforcement-learning reinforcement-learning-algorithms sac soft-actor-critic

Last synced: 27 Nov 2024

https://github.com/liuzuxin/fsrl

🚀 A fast safe reinforcement learning library in PyTorch

cpo cvpo decision-making library ppo pytorch reinforcement-learning robotics sac safe-rl safety-critical trpo trustworthy-ai

Last synced: 17 Dec 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/chendrag/mujoco-benchmark

Provide full reinforcement learning benchmark on mujoco environments, including ddpg, sac, td3, pg, a2c, ppo, library

baseline benchmark ddpg drl mujoco performance ppo pytorch results rl sac tianshou

Last synced: 27 Oct 2024

https://github.com/evgenii-nikishin/rl_with_resets

JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"

atari atari2600 deep-learning deep-reinforcement-learning deepmind-control-suite dmc drq flax gym jax machine-learning overfitting reinforcement-learning sac soft-actor-critic spr

Last synced: 14 Dec 2024

https://github.com/seisman/hinetpy

A Python package for accessing and processing NIED Hi-net seismic data.

hinet python sac seismology win32

Last synced: 18 Dec 2024

https://github.com/jakegrigsby/deep_control

Deep Reinforcement Learning for Continuous Control in PyTorch

actor-critic deep-reinforcement-learning deep-rl-algorithms sac

Last synced: 12 Nov 2024

https://github.com/seisman/sac_docs_zh

SAC参考手册中文版

iris manual sac seismology software

Last synced: 27 Oct 2024

https://github.com/jpjones76/seisio.jl

Julia language support for geophysical time series data

ah asdf fdsn fdsn-ws fdsnws geophysics hinet iris julia julia-language sac seed seedlink segy seisio seismic-data seismology suds time-series

Last synced: 07 Nov 2024

https://github.com/evgenii-nikishin/omd

JAX code for the paper "Control-Oriented Model-Based Reinforcement Learning with Implicit Differentiation"

automatic-differentiation deep-learning deep-reinforcement-learning dm-haiku dqn flax gym haiku jax machine-learning model-based-reinforcement-learning model-based-rl reinforcement-learning sac soft-actor-critic

Last synced: 14 Dec 2024

https://github.com/sap-samples/analytics-cloud-custom-widget

Repository for SAP Analytics Cloud customers and partners to exchange custom widgets.

analytics-designer cloud custom-widget extension sac sample sample-code samples sap-analytics-cloud story widget

Last synced: 20 Dec 2024

https://github.com/jakegrigsby/super_sac

A general model-free off-policy actor-critic implementation. Continuous and Discrete Soft Actor-Critic with multimodal observations, data augmentation, offline learning and behavioral cloning.

control deep-rl pytorch reinforcement-learning sac

Last synced: 12 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/abhilash1910/deep_reinforcement_learning_trading

Deep Reinforcement Learning for Trading

a2c a3c-agent actor-critic actor-critic-methods arima-model cnn-lstm-models ddpg double-dqn dqn-agents dueling-dqn ppo-agent prophet-model sac sarimax soft tensorflow2 time-series trading trading-strategies trpo

Last synced: 13 Oct 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/anowacki/sac.jl

Process seismic data in SAC format with Julia

julia sac seismic-analysis-code seismology

Last synced: 05 Dec 2024

https://github.com/lucasalegre/sac-plus

Soft Actor-Critic implementation with SOTA model-free extension (REDQ) and SOTA model-based extension (MBPO).

gym model-based-reinforcement-learning redq reinforcement-learning sac soft-actor-critic

Last synced: 15 Oct 2024

https://github.com/sharif1093/digideep

A Deep Reinforcement Learning (DeepRL) package for RL algorithm developers.

ddpg deep-reinforcement-learning dm-control openai-gym ppo pytorch reinforcement-learning sac

Last synced: 27 Nov 2024

https://github.com/core-man/seiscc

Seismic cross-correlation codes

cross-correlation sac

Last synced: 27 Oct 2024

https://github.com/wangliang1989/sacio_fortran

provides a Fortran 90 module named `sacio` for reading and writting evenly-spaced SAC binary format files

geophysics sac seismology

Last synced: 14 Dec 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