Probabilistic-and-Interactive-ML / awesome-plasticity-lossLinks
Collection of resources on plasticity loss in deep reinforcement learning
☆18Updated 7 months ago
Alternatives and similar repositories for awesome-plasticity-loss
Users that are interested in awesome-plasticity-loss are comparing it to the libraries listed below
Sorting:
- Unified Implementations of Offline Reinforcement Learning Algorithms☆80Updated 2 months ago
- Official implementation of the δ-model presented in the ICML 2024 paper "A Distributional Analogue to the Successor Representation".☆21Updated 7 months ago
- Goal-Conditioned Reinforcement Learning with JAX☆171Updated last month
- Simple maze environments using mujoco-py☆57Updated last year
- Evaluating long-term memory of reinforcement learning algorithms☆143Updated 2 years ago
- ☆19Updated last month
- Gridworld domains in the gym interface☆28Updated 8 months ago
- Conservative Q learning in Jax☆54Updated 2 years ago
- ☆47Updated 2 years ago
- Benchmarking RL generalization in an interpretable way.☆157Updated last week
- Accompanying Code for "Flipping Coins to Estimate Pseudocounts for Exploration in Reinforcement Learning", ICML 2023☆19Updated last year
- ReDo: The Dormant Neuron Phenomenon in Deep Reinforcement Learning (pytorch)☆28Updated 8 months ago
- Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations☆103Updated last year
- Official code release for "CrossQ: Batch Normalization in Deep Reinforcement Learning for Greater Sample Efficiency and Simplicity"☆75Updated last year
- Representation Learning for RL☆126Updated 2 years ago
- [ICLR 2024] Closing the Gap between TD Learning and Supervised Learning - A Generalisation Point of View.☆23Updated last year
- A tool for aggregating and plotting MARL experiment data.☆77Updated 5 months ago
- Code and data for the paper "Bridging RL Theory and Practice with the Effective Horizon"☆48Updated last year
- Clean single-file implementation of offline RL algorithms in JAX☆146Updated 6 months ago
- Simple single-file baselines for Q-Learning in pure-GPU setting☆172Updated 3 months ago
- official implementation for our paper Cal-QL: Calibrated Offline RL Pre-Training for Efficient Online Fine-Tuning☆99Updated 10 months ago
- ☆82Updated 3 months ago
- Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective☆80Updated 2 years ago
- A Simplified Pytorch Version of the Dreamer Algorithm☆128Updated last year
- Implemention of the Decision-Pretrained Transformer (DPT) from the paper Supervised Pretraining Can Learn In-Context Reinforcement Learni…☆68Updated last year
- ☆46Updated 2 years ago
- A framework for evaluating LLMs in Atari games☆15Updated 2 months ago
- JAX implementation of RL algorithms and vectorized environments☆46Updated last year
- Fast and flexible multi-agent gridworld reinforcement learning environments.☆43Updated 3 months ago
- COOM: Benchmarking Continual Reinforcement Learning on Doom☆18Updated 4 months ago