lucidrains / ppoLinks
An implementation of PPO in Pytorch
☆85Updated 2 weeks ago
Alternatives and similar repositories for ppo
Users that are interested in ppo are comparing it to the libraries listed below
Sorting:
- CleanRL's implementation of DeepMind's Podracer Sebulba Architecture for Distributed DRL☆112Updated 9 months ago
- Implementation of Soft Actor Critic and some of its improvements in Pytorch☆58Updated 3 months ago
- ☆80Updated 7 months ago
- MR.Q is a general-purpose model-free reinforcement learning algorithm.☆100Updated last month
- Benchmarking RL for POMDPs in Pure JAX [Code for "Structured State Space Models for In-Context Reinforcement Learning" (NeurIPS 2023)]☆101Updated last year
- Pytorch Implementation of MuZero Unplugged for gym environment. This algorithm is capable of supporting a wide range of action and observ…☆27Updated 2 years ago
- Implementation of the new SOTA for model based RL, from the paper "Improving Transformer World Models for Data-Efficient RL", in Pytorch☆121Updated last month
- Preference Transformer: Modeling Human Preferences using Transformers for RL (ICLR2023 Accepted)☆165Updated last year
- Repository for the PGA-MAP-Elites algorithm. PGA-MAP-Elites was developed to efficiently scale MAP-Elites to large genotypes and noisy d…☆57Updated 3 years ago
- Challenging Memory-based Deep Reinforcement Learning Agents☆99Updated 7 months ago
- Simple single-file baselines for Q-Learning in pure-GPU setting☆167Updated 2 months ago
- Synthetic Experience Replay☆92Updated last year
- ☆229Updated 6 months ago
- Drop-in environment replacements that make your RL algorithm train faster.☆20Updated 11 months ago
- JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"☆100Updated 3 years ago
- Official implementation of "Direct Preference-based Policy Optimization without Reward Modeling" (NeurIPS 2023)☆42Updated 10 months ago
- Official code repository for Prompt-DT.☆111Updated 2 years ago
- Online Decision Transformer☆259Updated last year
- Baselines for gymnax 🤖☆66Updated 2 years ago
- Learning to Modulate pre-trained Models in RL (Decision Transformer, LoRA, Fine-tuning)☆58Updated 8 months ago
- Official Implementation of "Can Learned Optimization Make Reinforcement Learning Less Difficult"☆22Updated last month
- A categorised list of Multi-Agent Reinforcemnt Learning (MARL) papers☆52Updated 2 years ago
- Datasets for data-driven deep reinforcement learning with Atari (wrapper for datasets released by Google)☆118Updated 9 months ago
- Prioritized Experience Replay implementation with proportional prioritization☆78Updated last year
- Rainbow DQN implementation accompanying the paper "Fast and Data-Efficient Training of Rainbow" which reaches 205.7 median HNS after 10M …☆45Updated 3 years ago
- ☆28Updated last year
- Implementation of Trajectory Transformer with attention caching and batched beam search☆112Updated 2 years ago
- 🪐 The Sebulba architecture to scale reinforcement learning on Cloud TPUs in JAX☆57Updated last year
- Pytorch Implementation of Stochastic MuZero for gym environment. This algorithm is capable of supporting a wide range of action and obser…☆65Updated last year
- Reproduction of Dreamerv1 and v2 in pytorch for deepmind control suite☆39Updated 2 years ago