pairlab / d2rl
Code for the paper "D2RL: Deep Dense Architectures for Reinforcement Learning"
☆37Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for d2rl
- Source files to replicate experiments in my ICLR 2022 paper.☆62Updated 4 months ago
- IV-RL - Sample Efficient Deep Reinforcement Learning via Uncertainty Estimation☆36Updated 3 weeks ago
- Learning Off-Policy with Online Planning [CoRL 2021 Best Paper Finalist]☆34Updated 2 years ago
- Advantage weighted Actor Critic for Offline RL☆47Updated 2 years ago
- Pytorch implementation of "Maximum a Posteriori Policy Optimization" with Retrace for Discrete gym environments☆26Updated 4 years ago
- Model-Based Reinforcement Learning via Latent-Space Collocation.☆31Updated last year
- PyTorch implementation of the Munchausen Reinforcement Learning Algorithms M-DQN and M-IQN☆42Updated 4 years ago
- Code that can be used to reproduce the experiments in our paper "Estimating Risk and Uncertainty in Deep Reinforcement Learning"☆28Updated 2 years ago
- [NeurIPS 2024] Maximum Entropy Reinforcement Learning via Energy-Based Normalizing Flow☆16Updated 2 weeks ago
- ☆21Updated 7 months ago
- MARS is shortened for Multi-Agent Research Studio, a library for mulit-agent reinforcement learning research.☆45Updated 8 months ago
- Experiments to train transformer network to master reinforcement learning environments.☆33Updated 3 years ago
- ☆38Updated last year
- Code release for Efficient Planning in a Compact Latent Action Space (ICLR2023) https://arxiv.org/abs/2208.10291.☆98Updated last year
- A general model-free off-policy actor-critic implementation. Continuous and Discrete Soft Actor-Critic with multimodal observations, data…☆36Updated 8 months ago
- PyTorch Implementation of the Maximum a Posteriori Policy Optimisation☆72Updated 2 years ago
- Simple implementation of V-MPO proposed in https://arxiv.org/abs/1909.12238☆44Updated 4 years ago
- PyTorch implementation of our paper Reinforcement Learning with Random Delays (ICLR 2020)☆39Updated 2 years ago
- A modified benchmark for designing and controlling 2D Voxel-based Soft Robots☆32Updated last year
- Pytorch Implementation of Learning Latent Dynamic Robust Representations for World Models☆13Updated 6 months ago
- DecentralizedLearning☆21Updated last year
- RL-Toolkit: A Research Framework for Robotics☆19Updated 8 months ago
- Codebase for the paper "How Crucial is Transformer in Decision Transformer?". Containing experiments on different pendulum tasks and code…☆24Updated last year
- PyTorch implementation of D4PG with the SOTA IQN Critic instead of C51. Implementation includes also the extensions Munchausen RL and D2R…☆18Updated 3 years ago
- Code and project page for D-REX algorithm from the paper "Better-than-Demonstrator Imitation Learning via Automatically-Ranked Demonstrat…☆49Updated last year
- Unofficial re-implementation of "Learning Latent Dynamics for Planning from Pixels" (https://arxiv.org/abs/1811.04551 ) with PyTorch☆43Updated 4 years ago
- The official repository of Decoupled Reinforcement Learning to Stabilise Intrinsically-Motivated Exploration" (AAMAS 2022)☆26Updated 2 years ago
- The implementation of Discriminator Soft Actor Critic☆14Updated 4 years ago
- ☆34Updated last year
- ☆18Updated 2 years ago