ContinualAI / avalanche-rl
Avalanche fork adding RL support
☆76Updated last year
Alternatives and similar repositories for avalanche-rl:
Users that are interested in avalanche-rl are comparing it to the libraries listed below
- Code for "Task-Agnostic Continual RL: In Praise of a Simple Baseline"☆33Updated last year
- ☆90Updated last year
- The Research Tree - A playground for research at the intersection of Continual, Reinforcement, and Self-Supervised Learning.☆193Updated last year
- Continual reinforcement learning baselines: experiment specifications, implementation of existing methods, and common metrics. Easily ext…☆114Updated last year
- Fork of the GEM project (https://github.com/facebookresearch/GradientEpisodicMemory) including Meta-Experience Replay (MER) methods from …☆146Updated 3 years ago
- NEVIS'22: Benchmarking the next generation of never-ending learners☆101Updated 2 years ago
- ☆20Updated 2 years ago
- A Continual Multi-agent RL testbed based on Hanabi☆30Updated 3 years ago
- Continual Reinforcement Learning in 3D Non-stationary Environments☆37Updated 5 years ago
- Continual Learning with Hypernetworks. A continual learning approach that has the flexibility to learn a dedicated set of parameters, fin…☆163Updated 2 years ago
- A list of papers regarding generalization in (deep) reinforcement learning☆151Updated last year
- Network Randomization: A Simple Technique for Generalization in Deep Reinforcement Learning / ICLR 2020☆53Updated 4 years ago
- Continual learning of task-specific approximations of the parameter posterior distribution via a shared hypernetwork.☆16Updated 4 months ago
- Official implementation of "Direct Preference-based Policy Optimization without Reward Modeling" (NeurIPS 2023)☆41Updated 8 months ago
- CL-Gym: Full-Featured PyTorch Library for Continual Learning☆40Updated last year
- Code for our NeurIPS 2020 paper Improving Generalization in Reinforcement Learning with Mixture Regularization☆33Updated 4 years ago
- ☆55Updated 2 years ago
- Object Centric Atari games☆70Updated this week
- Code for the pubblication "Distilled Replay: Overcoming Forgetting through Synthetic Examples"☆13Updated 3 years ago
- A repository to keep track of literature on catastrophic forgetting☆37Updated 5 years ago
- ☆30Updated 4 years ago
- COOM: Benchmarking Continual Reinforcement Learning on Doom☆16Updated last month
- Learning to Modulate pre-trained Models in RL (Decision Transformer, LoRA, Fine-tuning)☆55Updated 5 months ago
- Code for Policy Consolidation for Continual Reinforcement Learning☆10Updated 5 years ago
- Reinforcement Learning via Supervised Learning☆71Updated 2 years ago
- Official Code Repository for La-MAML: Look-Ahead Meta-Learning for Continual Learning"☆76Updated 4 years ago
- ☆29Updated 2 years ago
- Official PyTorch implementation of "Rethinking Value Function Learning for Generalization in Reinforcement Learning" (NeurIPS 2022)☆13Updated 2 years ago
- Automatic Data-Regularized Actor-Critic (Auto-DrAC)☆102Updated 2 years ago
- Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and o…☆287Updated last year