schmidtdominik / RainbowLinks
Rainbow DQN implementation accompanying the paper "Fast and Data-Efficient Training of Rainbow" which reaches 205.7 median HNS after 10M frames. 🌈
☆45Updated 3 years ago
Alternatives and similar repositories for Rainbow
Users that are interested in Rainbow are comparing it to the libraries listed below
Sorting:
- JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"☆100Updated 3 years ago
- Jax implementation of Proximal Policy Optimization (PPO) specifically tuned for Procgen, with benchmarked results and saved model weights…☆57Updated 3 years ago
- Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective☆81Updated 2 years ago
- Scalable Opponent Shaping Experiments in JAX☆24Updated last year
- ☆31Updated 4 years ago
- Docker containers of baseline agents for the Crafter environment☆28Updated 3 years ago
- A collection of RL algorithms written in JAX.☆102Updated 3 years ago
- CleanRL's implementation of DeepMind's Podracer Sebulba Architecture for Distributed DRL☆114Updated 11 months ago
- AGAC: Adversarially Guided Actor-Critic☆48Updated 3 years ago
- Accelerated replay buffers in JAX☆43Updated 2 years ago
- Challenging Memory-based Deep Reinforcement Learning Agents☆102Updated 9 months ago
- CIC: Contrastive Intrinsic Control for Unsupervised Skill Discovery☆81Updated 3 years ago
- Vectorization techniques for fast population-based training.☆56Updated 2 years ago
- This code implements Prioritized Level Replay, a method for sampling training levels for reinforcement learning agents that exploits the …☆88Updated 4 years ago
- Mitigating Partial Observability in Sequential Decision Processes via the Lambda Discrepancy☆18Updated 9 months ago
- Extreme Q-Learning: Max Entropy RL without Entropy☆87Updated 2 years ago
- SkillHack: A Benchmark for Skill Transfer in Open-Ended Reinforcement Learning☆17Updated 2 years ago
- POPGym Library in JAX☆11Updated last year
- IV-RL - Sample Efficient Deep Reinforcement Learning via Uncertainty Estimation☆40Updated 2 weeks ago
- Baselines for gymnax 🤖☆68Updated 2 years ago
- Official code for "Pretraining Representations For Data-Efficient Reinforcement Learning" (NeurIPS 2021)☆54Updated 4 years ago
- Revisiting Rainbow☆75Updated 4 years ago
- ☆31Updated last year
- Code for Discovered Policy Optimisation (NeurIPS 2022)☆11Updated 2 years ago
- ☆47Updated 2 years ago
- Contains JAX implementation of algorithms for inverse reinforcement learning☆73Updated 11 months ago
- Reinforcement Learning via Supervised Learning☆71Updated 3 years ago
- Modular Single-file Reinfocement Learning Algorithms Library☆38Updated 2 years ago
- Proto-RL: Reinforcement Learning with Prototypical Representations☆82Updated 3 years ago
- Simple implementation of V-MPO proposed in https://arxiv.org/abs/1909.12238☆48Updated 4 years ago