VITA-Group / DiffSES
[TPAMI] "Symbolic Visual Reinforcement Learning: A Scalable Framework with Object-Level Abstraction and Differentiable Expression Search", Wenqing Zheng*, S P Sharan*, Zhiwen Fan, Kevin Wang, Yihan Xi, Atlas Wang
☆15Updated last year
Related projects ⓘ
Alternatives and complementary repositories for DiffSES
- Variational Reinforcement Learning☆16Updated 3 months ago
- Official Release of NeurIPS 2020 Spotlight paper "Generative Neurosymbolic Machines"☆35Updated 8 months ago
- Generalised UDRL☆37Updated 2 years ago
- ☆23Updated 3 years ago
- Code repository complementing the ICLR 2021 paper "Unsupervised Object Keypoint Learning using Local Spatial Predictability" (https://arx…☆9Updated 3 years ago
- Model-Based Visual Planning with Self-Supervised Functional Distances (ICLR 2021)☆20Updated 3 years ago
- ☆11Updated 2 years ago
- ☆15Updated 2 years ago
- Official repository for our paper on "Action Inference by Maximising Evidence: Zero-Shot Imitation from Observation with World Models"☆12Updated 11 months ago
- ☆18Updated 3 years ago
- ☆18Updated 3 years ago
- Open source code for paper "On the Learning and Learnability of Quasimetrics".☆32Updated last year
- Write simple games in Numpy!☆12Updated 2 years ago
- Semi-Supervised Offline Reinforcement Learning with Action-Free Trajectories☆41Updated last year
- Official repository for paper "Versatile Offline Imitation from Observations and Examples via Regularized State-Occupancy Matching" (ICML…☆25Updated last year
- ☆17Updated 3 years ago
- This is the pytorch implementation of the UAI2023 paper "A Trajectory is Worth Three Sentences: Multimodal Transformer for Offline Reinf…☆11Updated last year
- Code for paper "Bridging Imagination and Reality for Model-Based Deep Reinforcement Learning".☆14Updated 3 years ago
- ☆15Updated last year
- Open source code combining implementations of Upside Down Reinforcement Learning and Reward Conditioned Policies☆16Updated 3 years ago
- Code associated with our paper "Learning Group Structure and Disentangled Representations of Dynamical Environments"☆15Updated last year
- [AutoML'22] Bayesian Generational Population-based Training (BG-PBT)☆26Updated 2 years ago
- PyTorch Package For Quasimetric Learning☆42Updated last week
- Plannable Approximations to MDP Homomorphisms: Equivariance under Actions☆27Updated 4 years ago
- Contact-Aware Symplectic Integrator Network☆11Updated last year
- Official PyTorch Implementation for Metric Residual Networks for Sample Efficient Goal-Conditioned Reinforcement Learning☆14Updated last year
- ☆16Updated 3 years ago
- PyTorch implementation for all methods and environments in the paper "MIMEx: Intrinsic Rewards from Masked Input Modeling"☆16Updated last year
- Code for Powderworld: A Platform for Understanding Generalization via Rich Task Distributions☆63Updated 2 months ago
- Code release for Efficient Planning in a Compact Latent Action Space (ICLR2023) https://arxiv.org/abs/2208.10291.☆94Updated last year