Deep Reinforcement Learning for Continuous Control in PyTorch
☆105Dec 31, 2021Updated 4 years ago
Alternatives and similar repositories for deep_control
Users that are interested in deep_control are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A general model-free off-policy actor-critic implementation. Continuous and Discrete Soft Actor-Critic with multimodal observations, data…☆42Mar 15, 2024Updated 2 years ago
- Code to accompany the paper "The Information Geometry of Unsupervised Reinforcement Learning"☆20Oct 6, 2021Updated 4 years ago
- Code for Expert Supervised Reinforcement Learning☆10Apr 7, 2021Updated 5 years ago
- Pytorch implementation of "Maximum a Posteriori Policy Optimization" with Retrace for Discrete gym environments☆29Sep 10, 2020Updated 5 years ago
- On the Feasibility of Cross-Task Transfer with Model-Based Reinforcement Learning☆16Apr 30, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A videogame made with PyGame turned into an Open AI Gym Learning Environment for Reinforcement Learning agents.☆15Jan 3, 2023Updated 3 years ago
- CIC: Contrastive Intrinsic Control for Unsupervised Skill Discovery☆86Jul 27, 2022Updated 3 years ago
- RL agent to play μRTS with Stable-Baselines3 and PyTorch☆27Jan 23, 2022Updated 4 years ago
- Modular Single-file Reinfocement Learning Algorithms Library☆38May 16, 2023Updated 3 years ago
- Advantage weighted Actor Critic for Offline RL☆53Aug 27, 2022Updated 3 years ago
- Docker containers of baseline agents for the Crafter environment☆30Dec 14, 2021Updated 4 years ago
- Author's PyTorch Implementation of Deep Homomorphic Policy Gradient (DHPG) - NeurIPS 2022 and JMLR 2024☆24Apr 8, 2024Updated 2 years ago
- Source files to replicate experiments in my ICLR 2022 paper.☆73Jul 17, 2025Updated 10 months ago
- A version of the DeepMind Control Suite with randomly generated graphics, for measuring visual generalization in continuous control.☆20Oct 19, 2020Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Pytorch Implement DRL algorithms (A2C, DDPG, PPO, TD3, SAC) for continuous action space control tasks.☆18Mar 21, 2020Updated 6 years ago
- Codebase for the paper "How Crucial is Transformer in Decision Transformer?". Containing experiments on different pendulum tasks and code…☆28Mar 24, 2023Updated 3 years ago
- Reinforcement Learning via Supervised Learning☆72May 16, 2022Updated 4 years ago
- Predictable MDP Abstraction for Unsupervised Model-Based RL (ICML 2023)☆33Feb 6, 2023Updated 3 years ago
- HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)☆97Dec 1, 2024Updated last year
- ☆21Dec 22, 2020Updated 5 years ago
- ☆35Jan 4, 2023Updated 3 years ago
- ☆44Sep 19, 2021Updated 4 years ago
- Simple single file implementations of Reinforcement Learning algorithms in Julia☆23Feb 15, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A modular implementation of PPO, and soon hopefully other algorithms.☆26Jan 16, 2024Updated 2 years ago
- A2C is a special case of PPO!☆22May 20, 2022Updated 4 years ago
- PyTorch implementation of Distribution Correction(DisCor) based on Soft Actor-Critic.☆38Jun 22, 2022Updated 3 years ago
- Official Codebase for Offline Reinforcement Learning from Images with Latent Space Models☆30Apr 30, 2021Updated 5 years ago
- ☆13Apr 11, 2022Updated 4 years ago
- Vectorization techniques for fast population-based training.☆57Apr 26, 2026Updated last month
- ExORL: Exploratory Data for Offline Reinforcement Learning☆132Feb 8, 2022Updated 4 years ago
- [deprecated] Engine Agnostic Gym Environment for Robotics☆17Feb 10, 2022Updated 4 years ago
- [NeurIPS 2022] Open source code for reusing prior computational work in RL.☆100Jul 5, 2023Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- JAX implementations of core Deep RL algorithms☆84May 2, 2022Updated 4 years ago
- Collection of papers and resources for data augmentation (DA) in visual reinforcement learning (RL).☆81Mar 27, 2024Updated 2 years ago
- Author's PyTorch implementation of Randomized Ensembled Double Q-Learning (REDQ) algorithm.☆183Nov 14, 2024Updated last year
- Code for the paper "When to Trust Your Model: Model-Based Policy Optimization"☆544Nov 22, 2022Updated 3 years ago
- Soft Actor-Critic implementation with SOTA model-free extension (REDQ) and SOTA model-based extension (MBPO).☆15Feb 21, 2021Updated 5 years ago
- Accelerated replay buffers in JAX☆46Sep 17, 2022Updated 3 years ago
- PyTorch implementation of Soft-Actor-Critic and Prioritized Experience Replay (PER) + Emphasizing Recent Experience (ERE) + Munchausen RL…☆296Feb 24, 2021Updated 5 years ago