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soft-actor-critic

Here are 68 public repositories matching this topic...

rail-berkeley / softlearning

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--restore not working anymore?

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kapsl commented Apr 6, 2020

I can't get it running anymore when i add --restore and a path to a checkpoint. It holds that tune-metadata cant be found, but it searches in the folder with the current timestamp...

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bug help wanted good first issue

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Possibility to show structure of the model

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cpnota / autonomous-learning-library

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A PyTorch library for building deep reinforcement learning agents.

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

Updated Aug 25, 2021
Python

TianhongDai / reinforcement-learning-algorithms

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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)

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

Updated Jan 16, 2021
Python

pranz24 / pytorch-soft-actor-critic

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PyTorch implementation of soft actor critic

reinforcement-learning deep-reinforcement-learning pytorch pytorch-implmention soft-actor-critic

Updated Sep 10, 2021
Python

quantumiracle / Popular-RL-Algorithms

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PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT-Opt, PointNet..

reinforcement-learning state-of-the-art soft-actor-critic

Updated Sep 18, 2021
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zuoxingdong / lagom

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lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.

python machine-learning research reinforcement-learning deep-learning deep-reinforcement-learning pytorch artificial-intelligence policy-gradient ddpg sac cem cmaes evolution-strategies mujoco deep-deterministic-policy-gradient proximal-policy-optimization ppo td3 soft-actor-critic

Updated Aug 30, 2021
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rad

MishaLaskin / rad

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RAD: Reinforcement Learning with Augmented Data

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

Updated Mar 29, 2021
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Rafael1s / Deep-Reinforcement-Learning-Algorithms

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32 projects in the framework of Deep Reinforcement Learning algorithms: Q-learning, DQN, PPO, DDPG, TD3, SAC, A2C and others. Each project is provided with a detailed training log.

deep-reinforcement-learning dqn cartpole ddpg sac deep-rl-algorithms ppo a2c lunarlander td3 soft-actor-critic bipedalwalker carracing github-udacity dqn-ppo-ddpg hopperbulletenv antbulletenv halfcheetahbulletenv walker2dbulletenv

Updated Jun 17, 2021
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denisyarats / pytorch_sac

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PyTorch implementation of Soft Actor-Critic (SAC)

reinforcement-learning deep-learning deep-reinforcement-learning pytorch gym sac continuous-control actor-critic mujoco dm-control soft-actor-critic d4pg

Updated Mar 12, 2021
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araffin / learning-to-drive-in-5-minutes

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

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

Updated Nov 6, 2020
Python

ikostrikov / jaxrl

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

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

Updated Sep 7, 2021
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RITCHIEHuang / DeepRL_Algorithms

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DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC)

deep-reinforcement-learning dqn policy-gradient reinforcement-learning-algorithms reinforcement trpo mujoco pytorch-rl ppo td3 pytorch-implementation soft-actor-critic tensorflow2 policygradient

Updated Aug 25, 2021
Python

sungyubkim / Deep_RL_with_pytorch

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A pytorch tutorial for DRL(Deep Reinforcement Learning)

deep-reinforcement-learning pytorch dqn mcts uct c51 iqn hedge ppo a2c gail counterfactual-regret-minimization qr-dqn random-network-distillation soft-actor-critic self-imitation-learning

Updated May 27, 2021
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BY571 / Soft-Actor-Critic-and-Extensions

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

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

Updated Feb 24, 2021
Python

denisyarats / pytorch_sac_ae

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PyTorch implementation of Soft Actor-Critic + Autoencoder(SAC+AE)

reinforcement-learning deep-learning pixels deep-reinforcement-learning pytorch gym autoencoder actor-critic mujoco image-based dm-control soft-actor-critic

Updated May 3, 2020
Python

pokaxpoka / sunrise

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SUNRISE: A Simple Unified Framework for Ensemble Learning in Deep Reinforcement Learning

deep-neural-networks reinforcement-learning deep-learning deep-reinforcement-learning rainbow rl codebase deep-q-network sac deep-q-learning mujoco model-free off-policy dm-control soft-actor-critic

Updated Mar 21, 2021
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arnomoonens / yarll

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Combining deep learning and reinforcement learning.

python reinforcement-learning tensorflow deep-reinforcement-learning openai-gym policy-gradient reinforcement-learning-algorithms sarsa a3c soft-actor-critic

Updated Jul 29, 2021
Python

ac-93 / soft-actor-critic

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Modified versions of the SAC algorithm from spinningup for discrete action spaces and image observations.

tensorflow deep-reinforcement-learning soft-actor-critic

Updated Jun 22, 2020
Python

cyoon1729 / Policy-Gradient-Methods

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Implementation of Algorithms from the Policy Gradient Family. Currently includes: A2C, A3C, DDPG, TD3, SAC

reinforcement-learning pytorch a3c ddpg pytorch-rl a2c td3 policy-gradients soft-actor-critic

Updated Jul 23, 2019
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denisyarats / proto

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Proto-RL: Reinforcement Learning with Prototypical Representations

python control reinforcement-learning deep-learning pixel pytorch gym rl representation-learning unsupervised-learning proto sac mujoco dm-control soft-actor-critic drq proto-rl unsupervised-rl

Updated May 3, 2021
Python

henry-prior / jax-rl

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JAX implementations of core Deep RL algorithms

reinforcement-learning deep-learning deep-reinforcement-learning flax deepmind sac actor-critic maximum-a-posteriori-estimation mujoco jax td3 soft-actor-critic

Updated Feb 10, 2021
Python

BY571 / Deep-Reinforcement-Learning-Algorithm-Collection

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Collection of Deep Reinforcement Learning Algorithms implemented in PyTorch.

machine-learning library reinforcement-learning algorithms deep-reinforcement-learning multi-agent dqn policy-gradient reinforcement-learning-algorithms ddpg sac curiosity actor-critic intrinsic-motivation ppo a2c multi-agent-reinforcement-learning continuous-action-space soft-actor-critic intrinsic-curiosity-module

Updated Oct 25, 2020
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evgenii-nikishin / omd

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

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

Updated Jun 14, 2021
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chaovven / PyRL

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PyRL - Reinforcement Learning Framework in Pytorch (Policy Gradient, DQN, DDPG, TD3, PPO, SAC, etc.)

reinforcement-learning deep-reinforcement-learning pytorch dqn ddpg ppo td3 soft-actor-critic

Updated Mar 25, 2021
Python

twni2016 / Meta-SAC

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Auto-tune the Entropy Temperature of Soft Actor-Critic via Metagradient - 7th ICML AutoML workshop 2020

deep-reinforcement-learning pytorch hyperparameter-optimization sac automl mujoco meta-learning soft-actor-critic

Updated Jul 22, 2021
Python

adithya-subramanian / Multi_Agent_Soft_Actor_Critic

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A Pytorch Implementation of Multi Agent Soft Actor Critic

deep-reinforcement-learning multi-agent-reinforcement-learning soft-actor-critic

Updated Jan 29, 2019
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Rahul-Choudhary-3614 / Deep-Reinforcement-Learning-Notebooks

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This Repository contains a series of google colab notebooks which I created to help people dive into deep reinforcement learning.This notebooks contain both theory and implementation of different algorithms.

deep-reinforcement-learning rainbow doom dqn sarsa a3c ddqn ddpg-algorithm ppo a2c prioritized-experience-replay cartpole-v0 noisy-networks soft-actor-critic half-cheetah kungfumaster-v0 ant-v2 reinforce-algorithm

Updated Apr 24, 2021
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yining043 / SAC-discrete

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Modified versions of the Soft Actor-Critic algorithm for Atari games from https://github.com/ac-93/soft-actor-critic.

tensorflow deep-reinforcement-learning atari-games soft-actor-critic

Updated May 18, 2020
Python

ajaysub110 / RLin200Lines

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PyTorch implementations of Reinforcement Learning algorithms in less than 200 lines

machine-learning reinforcement-learning deep-reinforcement-learning dqn policy-gradient reinforcement-learning-algorithms ppo soft-actor-critic pytorch-implementations

Updated Apr 3, 2020
Python

BY571 / Randomized-Ensembled-Double-Q-learning-REDQ-

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Pytorch implementation of Randomized Ensembled Double Q-learning (REDQ)

reinforcement-learning deep-reinforcement-learning q-learning ensemble-learning soft-actor-critic double-q-learning redq randomized-ensemble

Updated Mar 12, 2021
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