mohmdelsayed / upgdLinks
a continual learning optimizer mitigating catastrophic forgetting and loss of plasticity
☆20Updated last year
Alternatives and similar repositories for upgd
Users that are interested in upgd are comparing it to the libraries listed below
Sorting:
- Demonstrations of Loss of Plasticity and Implementation of Continual Backpropagation☆356Updated 3 months ago
- ☆113Updated 9 months ago
- Recall to Imagine, a model-based RL algorithm with superhuman memory. Oral (1.2%) @ ICLR 2024☆77Updated last year
- Foundation Policies with Hilbert Representations (ICML 2024)☆103Updated 2 months ago
- MR.Q is a general-purpose model-free reinforcement learning algorithm.☆129Updated 5 months ago
- JAX reimplementation of the DeepMind paper "Genie: Generative Interactive Environments"☆97Updated 10 months ago
- ☆170Updated 3 weeks ago
- [ICLR 2025] Implementation of "FACTS: A Factored State-Space Framework For World Modelling"☆28Updated 6 months ago
- Collection of papers and resources for data augmentation (DA) in visual reinforcement learning (RL).☆80Updated last year
- Synchronized Curriculum Learning for RL Agents☆116Updated last month
- Implementation of the new SOTA for model based RL, from the paper "Improving Transformer World Models for Data-Efficient RL", in Pytorch☆147Updated 7 months ago
- Object Centric Atari games☆96Updated 2 weeks ago
- MTM Masked Trajectory Models for Prediction, Representation, and Control.☆161Updated this week
- Official codebase for "The Generalization Gap in Offline Reinforcement Learning" accepted to ICLR 2024☆28Updated last year
- Open source code for paper "Denoised MDPs: Learning World Models Better Than the World Itself"☆136Updated 2 years ago
- Code for "SimbaV2: Hyperspherical Normalization for Scalable Deep Reinforcement Learning"☆79Updated last month
- Implementation of Neurips 2023 Paper "Multi Time Scale World Models"☆13Updated last year
- Benchmarking RL for POMDPs in Pure JAX [Code for "Structured State Space Models for In-Context Reinforcement Learning" (NeurIPS 2023)]☆111Updated 2 years ago
- The official implementation of "Horizon Reduction Makes RL Scalable"☆177Updated 4 months ago
- Learning to Modulate pre-trained Models in RL (Decision Transformer, LoRA, Fine-tuning)☆61Updated last year
- Transformer-based World Models☆86Updated 2 years ago
- ☆30Updated last year
- Agar.io for Continual Reinforcement Learning☆24Updated 4 months ago
- Pytorch implementation of Evolutionary Policy Optimization, from Wang et al. of the Robotics Institute at Carnegie Mellon University☆102Updated 2 months ago
- METRA: Scalable Unsupervised RL with Metric-Aware Abstraction (ICLR 2024)☆81Updated 2 years ago
- The official implementation of flow Q-learning (FQL)☆261Updated 4 months ago
- Environments for Active Vision Reinforcement Learning☆27Updated last year
- Official code for "World Models via Policy-Guided Trajectory Diffusion", TMLR 2024☆72Updated last year
- Codebase to fully reproduce the results of "No Representation, No Trust: Connecting Representation, Collapse, and Trust Issues in PPO" (M…☆30Updated last year
- Official Implementation for the paper "SR-AIF: Solving Sparse-Reward Robotic Tasks from Pixels with Active Inference and World Models"☆63Updated 3 months ago