maximilianigl / rl-iter
Repository for Iterated Relearning: The Impact of Non-stationarity on Generalisation in Deep Reinforcement Learning
☆12Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for rl-iter
- Code for "Explore, Discover and Learn: Unsupervised Discovery of State-Covering Skills"☆36Updated 4 years ago
- ☆54Updated 8 months ago
- ☆41Updated 3 years ago
- ☆52Updated 4 years ago
- Generalizable Imitation Learning from Observation via Inferring Goal Proximity (NeurIPS 2021)☆22Updated 3 years ago
- Random parameter environments using gym 0.7.4 and mujoco-py 0.5.7☆20Updated 5 years ago
- Revisiting Rainbow☆73Updated 3 years ago
- ☆24Updated last year
- ☆110Updated last year
- Pytorch implementation on OpenAI's Procgen ppo-baseline, built from scratch.☆31Updated 4 years ago
- ☆59Updated 6 years ago
- ☆18Updated 2 years ago
- Learning Invariant Representations for Reinforcement Learning without Reconstruction☆144Updated 3 years ago
- ☆41Updated 6 years ago
- ☆31Updated 3 years ago
- ☆37Updated 2 years ago
- CaDM: Context-aware Dynamics Model for Generalization in Model-based Reinforcement Learning☆63Updated 4 years ago
- JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"☆99Updated 2 years ago
- A list of papers regarding generalization in (deep) reinforcement learning☆146Updated last year
- Proximal Policy Option-Critic☆21Updated 5 years ago
- ☆97Updated last year
- Code for the paper "Stabilizing Deep Q-Learning with ConvNets and Vision Transformers under Data Augmentation"☆17Updated last year
- Change-Based Exploration Transfer☆36Updated 2 years ago
- Code for "Data-Efficient Reinforcement Learning with Self-Predictive Representations"☆157Updated 2 years ago
- Code for "Offline Meta-Reinforcement Learning with Advantage Weighting" [ICML 2021]☆46Updated last year
- Pytorch code for "Learning Belief Representations for Imitation Learning in POMDPs" (UAI 2019)☆18Updated 2 years ago
- Efficient Exploration via State Marginal Matching (2019)☆66Updated 5 years ago
- Code for FOCAL Paper Published at ICLR 2021☆49Updated 11 months ago
- ☆36Updated last year
- ☆52Updated last year