Continual reinforcement learning baselines: experiment specifications, implementation of existing methods, and common metrics. Easily extensible to new methods.
☆133Jul 6, 2023Updated 2 years ago
Alternatives and similar repositories for continual_rl
Users that are interested in continual_rl are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆120Jan 9, 2024Updated 2 years ago
- Code for "Task-Agnostic Continual RL: In Praise of a Simple Baseline"☆36Jun 8, 2023Updated 2 years ago
- Code to reproduce results from the paper: Prediction and Control in Continual Reinforcement Learning, NeurIPS 2023.☆13May 10, 2024Updated last year
- Related papers for Continual Reinforcement Learning.☆48Feb 8, 2026Updated 2 months 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
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆20Jun 14, 2022Updated 3 years ago
- Official repository for the paper "Automating Continual Learning"☆18Jun 11, 2025Updated 10 months ago
- Avalanche fork adding RL support☆82Apr 13, 2023Updated 3 years ago
- Continual RL with wold models (Collas 2023)☆21Dec 10, 2023Updated 2 years ago
- Continual Reinforcement Learning in 3D Non-stationary Environments☆39Jun 16, 2019Updated 6 years ago
- ☆16Jun 30, 2022Updated 3 years ago
- Official code for the paper: Continual Task Allocation in Meta-Policy Network via Sparse Prompting☆21Feb 10, 2025Updated last year
- The Research Tree - A playground for research at the intersection of Continual, Reinforcement, and Self-Supervised Learning.☆200May 30, 2023Updated 2 years ago
- Code to reproduce the experiments of "Rethinking Experience Replay: a Bag of Tricks for Continual Learning"☆52Feb 16, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- COOM: Benchmarking Continual Reinforcement Learning on Doom☆24Mar 5, 2026Updated 2 months ago
- ☆16Dec 23, 2024Updated last year
- Implementation of Proximal Policy Optimization in Jax+Flax☆21May 18, 2023Updated 2 years ago
- Implementation of Multi-Game Decision Transformers in PyTorch☆49Feb 11, 2023Updated 3 years ago
- Code for Continual Reinforcement Learning with Multi-Timescale Replay☆24Apr 16, 2020Updated 6 years ago
- The repository is for Reinforcement-Learning Uncertainty research, in which we investigate various uncertain factors in RL.☆23Jun 16, 2023Updated 2 years ago
- ☆362Oct 12, 2022Updated 3 years ago
- ☆49Jul 30, 2023Updated 2 years ago
- Simple JAX Graphics Library.☆37Nov 3, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- SkillHack: A Benchmark for Skill Transfer in Open-Ended Reinforcement Learning☆17Oct 23, 2022Updated 3 years ago
- An implementation of effective policy ensemble.☆16Jul 5, 2023Updated 2 years ago
- PyTorch implementation for "Discovery of Incremental Skills" (DISk) algorithm from ICLR 2022 paper "One After Another: Learning Increment…☆20Mar 22, 2022Updated 4 years ago
- Challenging Memory-based Deep Reinforcement Learning Agents☆113Oct 27, 2024Updated last year
- Benchmark data for d3rlpy☆21Nov 28, 2023Updated 2 years ago
- Evaluating long-term memory of reinforcement learning algorithms☆173Jun 23, 2023Updated 2 years ago
- A Continual Multi-agent RL testbed based on Hanabi☆32Aug 1, 2021Updated 4 years ago
- ☆19Mar 1, 2023Updated 3 years ago
- ☆47Sep 24, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Source code to reproduce experiments from Mendez et al., ICLR '22☆22Jul 29, 2022Updated 3 years ago
- ☆33Mar 19, 2024Updated 2 years ago
- Pytorch implementations of RL algorithms, focusing on model-based, lifelong, reset-free, and offline algorithms. Official codebase for Re…☆110Jan 23, 2022Updated 4 years ago
- CoSCL: Cooperation of Small Continual Learners is Stronger than a Big One (ECCV 2022)☆20Sep 26, 2023Updated 2 years ago
- Official codebase for CuGRO: Continual Offline Reinforcement Learning via Diffusion-based Dual Generative Replay☆33Apr 14, 2024Updated 2 years ago
- CausalWorld: A Robotic Manipulation Benchmark for Causal Structure and Transfer Learning☆242Nov 1, 2022Updated 3 years ago
- An implementation of the paper "Overcoming catastrophic forgetting in neural networks" (DeepMind, 2016), using Pytorch framework.☆16Sep 9, 2018Updated 7 years ago