schneimo / ddpg-pytorchLinks
PyTorch implementation of DDPG for continuous control tasks.
☆46Updated 5 years ago
Alternatives and similar repositories for ddpg-pytorch
Users that are interested in ddpg-pytorch are comparing it to the libraries listed below
Sorting:
- PyTorch implementation of Soft-Actor-Critic and Prioritized Experience Replay (PER) + Emphasizing Recent Experience (ERE) + Munchausen RL…☆291Updated 4 years ago
- Implementation of Algorithms from the Policy Gradient Family. Currently includes: A2C, A3C, DDPG, TD3, SAC☆100Updated 6 years ago
- PyTorch implementation of some reinforcement learning algorithms: A2C, PPO, Behavioral Cloning from Observation (BCO), GAIL.☆150Updated 4 years ago
- PyTorch implementation of Soft Actor-Critic(SAC).☆105Updated 5 years ago
- Proximal Policy Optimization(PPO) with Intrinsic Curiosity Module(ICM)☆146Updated 6 years ago
- PyTorch implementation of Hierarchical Actor Critic (HAC) for OpenAI gym environments☆332Updated 3 years ago
- [ICML 2020] Prediction-Guided Multi-Objective Reinforcement Learning for Continuous Robot Control☆122Updated 5 years ago
- Experiments with reinforcement learning and recurrent neural networks☆115Updated 2 years ago
- Baseline implementation of recurrent PPO using truncated BPTT☆156Updated last year
- A Modular Library for Off-Policy Reinforcement Learning with a focus on SafeRL and distributed computing☆137Updated 2 months ago
- Implementation of HIRO (Data-Efficient Hierarchical Reinforcement Learning)☆112Updated 4 years ago
- Single-file pytorch implementation of hybrid-SAC☆61Updated 4 years ago
- A repository of high-performing hierarchical reinforcement learning models and algorithms.☆328Updated 2 years ago
- PyTorch implementation of SAC-Discrete.☆311Updated last year
- PyTorch implementation of GAIL and AIRL based on PPO.☆229Updated 5 years ago
- Modified versions of the SAC algorithm from spinningup for discrete action spaces and image observations.☆97Updated 5 years ago
- Author's PyTorch implementation of Randomized Ensembled Double Q-Learning (REDQ) algorithm.☆174Updated last year
- Implementation of Deep Deterministic Policy Gradient (DDPG) with Prioritized Experience Replay (PER)☆54Updated 8 months ago
- Author's PyTorch implementation of TD3+BC, a simple variant of TD3 for offline RL☆376Updated 3 years ago
- A clean and robust Pytorch implementation of PPO on continuous action space.☆166Updated last year
- DSAC; Distributional Soft Actor-Critic☆133Updated 9 months ago
- PyTorch implementation of FQF, IQN and QR-DQN.☆186Updated last year
- Code for the paper "When to Trust Your Model: Model-Based Policy Optimization"☆515Updated 3 years ago
- A simple implementation of Generative Adversarial Imitation Learning with PyTorch☆170Updated 3 years ago
- Source code for the dissertation: "Multi-Pass Deep Q-Networks for Reinforcement Learning with Parameterised Action Spaces"☆222Updated 6 years ago
- PyTorch implementation of Soft Actor-Critic (SAC)☆569Updated 3 years ago
- Implementation of the Deep Deterministic Policy Gradient and Hindsight Experience Replay.☆101Updated 6 months ago
- ☆184Updated 3 years ago
- Basic reinforcement learning algorithms. Including:DQN,Double DQN, Dueling DQN, SARSA, REINFORCE, baseline-REINFORCE, Actor-Critic,DDPG,D…☆94Updated 4 years ago
- Deep Reinforcement Learning for Continuous Control in PyTorch☆105Updated 3 years ago