schmidtdominik / RainbowLinks
Rainbow DQN implementation accompanying the paper "Fast and Data-Efficient Training of Rainbow" which reaches 205.7 median HNS after 10M frames. 🌈
☆44Updated 3 years ago
Alternatives and similar repositories for Rainbow
Users that are interested in Rainbow are comparing it to the libraries listed below
Sorting:
- Docker containers of baseline agents for the Crafter environment☆29Updated 3 years ago
- Vectorization techniques for fast population-based training.☆56Updated 3 years ago
- JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"☆102Updated 3 years ago
- Jax implementation of Proximal Policy Optimization (PPO) specifically tuned for Procgen, with benchmarked results and saved model weights…☆59Updated 3 years ago
- Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective☆81Updated 2 years ago
- ☆48Updated 2 years ago
- ☆31Updated 4 years ago
- AGAC: Adversarially Guided Actor-Critic☆48Updated 4 years ago
- CleanRL's implementation of DeepMind's Podracer Sebulba Architecture for Distributed DRL☆116Updated last year
- Revisiting Rainbow☆75Updated 4 years ago
- Simple implementation of V-MPO proposed in https://arxiv.org/abs/1909.12238☆48Updated 4 years ago
- Accelerated replay buffers in JAX☆43Updated 3 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
- CIC: Contrastive Intrinsic Control for Unsupervised Skill Discovery☆81Updated 3 years ago
- A collection of RL algorithms written in JAX.☆104Updated 3 years ago
- Challenging Memory-based Deep Reinforcement Learning Agents☆104Updated last year
- Implementation of Diversity Is All You Need (DIAYN) on top of Stable Baselines 3.☆12Updated 3 years ago
- Sandbox environment for generalizable agent research☆25Updated 3 years ago
- ☆46Updated last year
- Extreme Q-Learning: Max Entropy RL without Entropy☆87Updated 2 years ago
- IV-RL - Sample Efficient Deep Reinforcement Learning via Uncertainty Estimation☆40Updated 3 months ago
- JAX implementations of core Deep RL algorithms☆82Updated 3 years ago
- Baselines for gymnax 🤖☆72Updated 2 years ago
- Proto-RL: Reinforcement Learning with Prototypical Representations☆85Updated 3 years ago
- An implementation of MuZero in JAX.☆57Updated 2 years ago
- SkillHack: A Benchmark for Skill Transfer in Open-Ended Reinforcement Learning☆17Updated 3 years ago
- Episodic Control☆21Updated 3 years ago
- Scalable Opponent Shaping Experiments in JAX☆24Updated last year
- [ICLR 22] Value Gradient weighted Model-Based Reinforcement Learning.☆24Updated 2 years ago
- RE3: State Entropy Maximization with Random Encoders for Efficient Exploration☆69Updated 4 years ago