ContinualAI / avalanche-rl
Avalanche fork adding RL support
☆76Updated 2 years ago
Alternatives and similar repositories for avalanche-rl
Users that are interested in avalanche-rl are comparing it to the libraries listed below
Sorting:
- The Research Tree - A playground for research at the intersection of Continual, Reinforcement, and Self-Supervised Learning.☆193Updated last year
- Code for "Task-Agnostic Continual RL: In Praise of a Simple Baseline"☆33Updated last year
- ☆94Updated last year
- Continual reinforcement learning baselines: experiment specifications, implementation of existing methods, and common metrics. Easily ext…☆118Updated last year
- A Continual Multi-agent RL testbed based on Hanabi☆30Updated 3 years ago
- Continual Learning with Hypernetworks. A continual learning approach that has the flexibility to learn a dedicated set of parameters, fin…☆164Updated 3 years ago
- A list of papers regarding generalization in (deep) reinforcement learning☆152Updated last year
- Fork of the GEM project (https://github.com/facebookresearch/GradientEpisodicMemory) including Meta-Experience Replay (MER) methods from …☆146Updated 4 years ago
- NEVIS'22: Benchmarking the next generation of never-ending learners☆102Updated 2 years ago
- ☆22Updated last month
- Continual Reinforcement Learning in 3D Non-stationary Environments☆37Updated 5 years ago
- Code for our NeurIPS 2020 paper Improving Generalization in Reinforcement Learning with Mixture Regularization☆33Updated 4 years ago
- Network Randomization: A Simple Technique for Generalization in Deep Reinforcement Learning / ICLR 2020☆53Updated 5 years ago
- Towards increasing stability of neural networks for continual learning: https://arxiv.org/abs/2006.06958.pdf (NeurIPS'20)☆75Updated 2 years ago
- A repository to keep track of literature on catastrophic forgetting☆37Updated 5 years ago
- Code for Policy Consolidation for Continual Reinforcement Learning☆10Updated 6 years ago
- Code for "Data-Efficient Reinforcement Learning with Self-Predictive Representations"☆161Updated 3 years ago
- Implements the Messenger environment and EMMA model.☆23Updated last year
- A Neuromodulated Meta-Learning algorithm☆115Updated 5 years ago
- CL-Gym: Full-Featured PyTorch Library for Continual Learning☆40Updated last year
- Continual learning of task-specific approximations of the parameter posterior distribution via a shared hypernetwork.☆16Updated 6 months ago
- ☆62Updated 3 years ago
- Decoupled Reward-free ExplorAtion and Execution for Meta-reinforcement learning☆92Updated 2 years ago
- Codebase for "Online Fast Adaptation and Knowledge Accumulation: a New Approach to Continual Learning". This is a ServiceNow Research pro…☆105Updated 2 years ago
- ☆129Updated 9 months ago
- CleanRL's implementation of DeepMind's Podracer Sebulba Architecture for Distributed DRL☆112Updated 8 months ago
- The official repository for our paper "Are Neural Nets Modular? Inspecting Functional Modularity Through Differentiable Weight Masks". We…☆46Updated last year
- IIRC: Incremental Implicitly Refined Classification☆30Updated 2 years ago
- ☆56Updated 2 years ago
- Official Code Repository for La-MAML: Look-Ahead Meta-Learning for Continual Learning"☆76Updated 4 years ago