Recurrent continuous reinforcement learning algorithms implemented in Pytorch.
☆51May 26, 2021Updated 4 years ago
Alternatives and similar repositories for r2l
Users that are interested in r2l are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Experiments with reinforcement learning and recurrent neural networks☆115Oct 27, 2023Updated 2 years ago
- Baseline implementation of recurrent PPO using truncated BPTT☆160Apr 28, 2024Updated last year
- Deep RL agents with PyTorch☆36Sep 25, 2021Updated 4 years ago
- This repository contains the code for RL for POMDPs through learning an Approximate Information State.☆22Nov 29, 2025Updated 4 months ago
- POMDP wrappers for OpenAI Gym☆15Nov 4, 2019Updated 6 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Beamer theme for Northeastern University☆16Oct 22, 2024Updated last year
- Official PyTorch code for "Recurrent Off-policy Baselines for Memory-based Continuous Control" (DeepRL Workshop, NeurIPS 21)☆91Nov 21, 2023Updated 2 years ago
- RUDDER: Return Decomposition for Delayed Rewards☆48Sep 17, 2020Updated 5 years ago
- Docker containers of baseline agents for the Crafter environment☆30Dec 14, 2021Updated 4 years ago
- ☆21Dec 22, 2020Updated 5 years ago
- Asynchronous Advantage Actor-Critic using Generalized Advantage Estimation (PyTorch)☆10Oct 11, 2019Updated 6 years ago
- This repository contains the code of the paper Policy learning in SE(3) action spaces. Project website: https://pointw.github.io/asrse3-p…☆11Feb 24, 2021Updated 5 years ago
- Asymmetric methods for partially observable reinforcement learning☆10Jun 9, 2025Updated 10 months ago
- Simple (but often Strong) Baselines for POMDPs in PyTorch, ICML 2022☆345Aug 22, 2024Updated last year
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Official code repo for "ProTo: program-guided Transformers for Program-guided Tasks☆21Apr 15, 2022Updated 4 years ago
- V-MPO torch version with DMLab30 and GTrXL☆13Mar 1, 2021Updated 5 years ago
- Multi-agent active perception with prediction rewards☆11Nov 13, 2020Updated 5 years ago
- Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO☆207Oct 5, 2022Updated 3 years ago
- Discriminative Particle Filter Reinforcement Learning for Complex Partial Observations (ICLR 2020)☆27Oct 12, 2021Updated 4 years ago
- This repository is a collection of widely used self-supervised auxiliary losses used for learning representations in reinforcement learni…☆14Feb 27, 2023Updated 3 years ago
- A paper replication project for Time-driven feature-aware jointly deep reinforcement learning☆11Mar 12, 2021Updated 5 years ago
- Clean baseline implementation of PPO using an episodic TransformerXL memory☆209Jun 18, 2024Updated last year
- Evaluating long-term memory of reinforcement learning algorithms☆170Jun 23, 2023Updated 2 years ago
- 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.
- An implementation of TRPO with GAE in PyTorch☆16Jul 22, 2023Updated 2 years ago
- PyTorch Implementation of the RDPG (Recurrent Deterministic Policy Gradient)☆56Dec 8, 2022Updated 3 years ago
- ☆23Aug 19, 2022Updated 3 years ago
- JAX implementations of various deep reinforcement learning algorithms.☆25Feb 2, 2025Updated last year
- C++ Simulation Revenue Management (RM) Open Library☆14Jan 18, 2026Updated 2 months ago
- Codes for the study "Variational Recurrent Models for Solving Partially Observable Control Tasks", published as a conference paper at ICL…☆55Dec 27, 2020Updated 5 years ago
- This repository contains code for the method and experiments of the paper "Learning with AMIGo: Adversarially Motivated Intrinsic Goals".☆65Sep 6, 2023Updated 2 years ago
- code for CoRL 2020 paper "Contrastive Variational Model-Based Reinforcement Learning for Complex Observations"☆24Dec 29, 2021Updated 4 years ago
- JAX implementations of core Deep RL algorithms☆84May 2, 2022Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Classic environments for reinforcement learning and dynamic programming, implemented in OpenAI Gym and Gymnasium.☆21May 2, 2023Updated 2 years ago
- Code for the paper "Phasic Policy Gradient"☆268Apr 2, 2023Updated 3 years ago
- Train an agent to play VizDoom with multi sensory inputs. Trained using sample factory☆14Jul 9, 2021Updated 4 years ago
- ☆25Apr 16, 2024Updated last year
- A custom open ai gym environment for solo experimentation.☆12Apr 14, 2021Updated 5 years ago
- ☆19Oct 12, 2022Updated 3 years ago
- Implementation of Data Efficient Reinforcement Learning in Pytorch☆20Aug 6, 2019Updated 6 years ago