ollebompa / QDgymLinks
Repository for the QDgym code. A framework for Quality Diversity optimization benchmark tasks based OpenAI Gym.
☆25Updated 4 years ago
Alternatives and similar repositories for QDgym
Users that are interested in QDgym are comparing it to the libraries listed below
Sorting:
- ☆48Updated last month
- JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"☆103Updated 3 years ago
- Simple maze environments using mujoco-py☆58Updated 2 years ago
- ☆54Updated 2 years ago
- Official codebase for Generating Diverse Cooperative Agents by Learning Incompatible Policies (notable-top-25% @ ICLR 2023)☆19Updated last year
- [ICLR 22] Value Gradient weighted Model-Based Reinforcement Learning.☆25Updated 2 years ago
- Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective☆82Updated 2 years ago
- Implementation of Tactical Optimistic and Pessimistic value estimation☆25Updated 2 years ago
- ☆54Updated last year
- Efficient seed-parallel implementation of "Breaking the Replay Ratio Barrier"☆27Updated 2 years ago
- ☆31Updated 3 years ago
- Simple implementation of V-MPO proposed in https://arxiv.org/abs/1909.12238☆48Updated 5 years ago
- On the model-based stochastic value gradient for continuous reinforcement learning☆57Updated last week
- PyTorch Implementation of the Maximum a Posteriori Policy Optimisation☆79Updated 3 years ago
- pytorch-implementation of Dreamer (Model-based Image RL Algorithm)☆168Updated last year
- Extreme Q-Learning: Max Entropy RL without Entropy☆87Updated 2 years ago
- ExORL: Exploratory Data for Offline Reinforcement Learning☆123Updated 3 years ago
- Single-file SAC-N implementation on jax with flax and equinox. 10x faster than pytorch☆56Updated 2 years ago
- Challenging Memory-based Deep Reinforcement Learning Agents☆109Updated last year
- Benchmarking RL generalization in an interpretable way.☆174Updated last month
- ☆30Updated 4 years ago
- ☆59Updated 2 years ago
- We investigate the effect of populations on finding good solutions to the robust MDP☆28Updated 4 years ago
- ☆26Updated 2 years ago
- Code accompanying the paper Adversarially Trained Actor Critic for Offline Reinforcement Learning by Ching-An Cheng*, Tengyang Xie*, Nan …☆72Updated 2 years ago
- Code and data for the paper "Bridging RL Theory and Practice with the Effective Horizon"☆50Updated last year
- Jaxplorer is a Jax reinforcement learning (RL) framework for exploring new ideas.☆13Updated last year
- Curriculum-guided Hindsight Experience Replay (NeurIPS-2019)☆67Updated 5 years ago
- Learning Laplacian Representations in Reinforcement Learning☆18Updated 5 years ago
- This code implements Prioritized Level Replay, a method for sampling training levels for reinforcement learning agents that exploits the …☆92Updated 4 years ago