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GitHub topics: d4pg

BY571/D4PG-ray

Distributed PyTorch implementation of D4PG with ray. Using a SOTA IQN Critic instead of C51. Implementation includes also the extensions Munchausen RL and D2RL which can be added to D4PG to improve its performance.

Language: Python - Size: 105 KB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 1

schatty/oprl

A Modular Library for Off-Policy Reinforcement Learning with a focus on SafeRL and distributed computing

Language: Python - Size: 2.65 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 126 - Forks: 26

BY571/D4PG

PyTorch implementation of D4PG with the SOTA IQN Critic instead of C51. Implementation includes also the extensions Munchausen RL and D2RL which can be added to D4PG to improve its performance.

Language: Python - Size: 2.17 MB - Last synced at: about 1 year ago - Pushed at: about 4 years ago - Stars: 13 - Forks: 4

denisyarats/pytorch_sac

PyTorch implementation of Soft Actor-Critic (SAC)

Language: Jupyter Notebook - Size: 14.5 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 426 - Forks: 90

tyranitar/continuous-control

A2C and D4PG implementations for the continuous control challenge. Part of the coursework for Udacity's Deep RL Nanodegree.

Language: Python - Size: 24.3 MB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

derektan95/Deep-Reinforcement-Learning-Algorithms Fork of udacity/deep-reinforcement-learning

A collection of algorithms for Deep Reinforcement Learning (DRL). Algorithms covered include Value-Based, Policy-Based and Actor-Critic Methods.

Language: Jupyter Notebook - Size: 442 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 1

tyranitar/tennis

Multi-agent reinforcement learning where an agent learns to play tennis against itself. Part of the coursework for Udacity's Deep RL Nanodegree.

Language: Python - Size: 1.59 MB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 1

yeshg/rl_algos

Implementation of DDPG in Pytorch with live logging via visdom

Language: Python - Size: 7.41 MB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 0 - Forks: 0

Related Keywords
d4pg 8 deep-reinforcement-learning 5 ddpg 4 reinforcement-learning 3 pytorch 3 mujoco 2 iqn 2 continuous-control 2 soft-actor-critic 1 a2c 1 gae 1 crawler 1 dqn 1 multi-agent-systems 1 ppo 1 robotic-arm 1 robotics 1 soccer 1 tennis 1 udacity-nanodegree 1 unity 1 unity-ml-agents 1 multi-agent-reinforcement-learning 1 cassie 1 openai 1 td3 1 visdom 1 continuous-action-space 1 distributed-computing 1 ray 1 reinforcement-learning-algorithms 1 state-of-the-art 1 ddpg-pytorch 1 actor-critic-algorithm 1 d2rl 1 deep-deterministic-policy-gradient 1 distributional-rl 1 munchausen-reinforcement-learning 1 nstep-bootstrapping 1 prioritized-experience-replay 1 pytorch-implementation 1 actor-critic 1 deep-learning 1 dm-control 1 gym 1 sac 1