Baichenjia / Contrastive-UCB
Contrastive UCB: Provably Efficient Contrastive Self-Supervised Learning in Online Reinforcement Learning
☆10Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for Contrastive-UCB
- Code to accompany the paper "The Information Geometry of Unsupervised Reinforcement Learning"☆21Updated 3 years ago
- Author's PyTorch Implementation of Deep Homomorphic Policy Gradient (DHPG) - NeurIPS 2022 and JMLR 2024☆22Updated 7 months ago
- A System for Morphology-Task Generalization via Unified Representation and Behavior Distillation (ICLR2023)☆12Updated last year
- Official implementation of "Know Your Action Set: Learning Action Relations for Reinforcement Learning", Jain et al., ICLR 2022.☆16Updated 2 years ago
- Learning Task Embeddings for Teamwork Adaptation in Multi-Agent Reinforcement Learning☆11Updated 6 months ago
- Author's PyTorch implementation of SR-DICE for marginalized importance sampling☆15Updated 2 years ago
- ☆20Updated 6 months ago
- Code for NeurIPS 2021 paper "Curriculum Offline Imitation Learning"☆17Updated 2 years ago
- IV-RL - Sample Efficient Deep Reinforcement Learning via Uncertainty Estimation☆36Updated 3 weeks ago
- Official repo for Offline RL for Online RL☆14Updated last year
- Minimal Decision Transformer Implementation written in Jax (Flax).☆17Updated 2 years ago
- 🔍 Codebase for the ICML '20 paper "Ready Policy One: World Building Through Active Learning" (arxiv: 2002.02693)☆18Updated last year
- ☆24Updated 3 months ago
- Simple implementation of V-MPO proposed in https://arxiv.org/abs/1909.12238☆44Updated 4 years ago
- Official repository for "Temporal Disentanglement of Representations for Improved Generalisation in Reinforcement Learning".☆11Updated last year
- Code to accompany the paper "Mismatched No More: Joint Model-Policy Optimization for Model-Based RL"☆21Updated 3 years ago
- ☆14Updated 2 years ago
- Authors' PyTorch implementation of 'Recomposing the Reinforcement Learning Building-Blocks with Hypernetworks' (HypeRL)☆24Updated 3 years ago
- Code for NeurIPS 2022 paper Exploiting Reward Shifting in Value-Based Deep RL☆27Updated last year
- Toolkit of Causal Model-based Reinforcement Learning.☆32Updated last year
- Model-based Policy Gradients☆30Updated 4 years ago
- Source code to reproduce experiments from Mendez et al., ICLR '22☆20Updated 2 years ago
- ☆24Updated last year
- PyTorch implementation for "On the Critical Role of Conventions in Adaptive Human-AI Collaboration", ICLR 2021☆16Updated 3 years ago
- V-MPO torch version with DMLab30 and GTrXL☆12Updated 3 years ago
- Learning Off-Policy with Online Planning [CoRL 2021 Best Paper Finalist]☆34Updated 2 years ago
- Image-based gridworld experiment for learning Markov state abstractions☆19Updated 2 months ago
- ☆38Updated last year
- Code for AAAI 2023 paper "Hypernetworks for Zero-shot Transfer in Reinforcement Learning"☆16Updated last year
- The official repository of Decoupled Reinforcement Learning to Stabilise Intrinsically-Motivated Exploration" (AAMAS 2022)☆26Updated 2 years ago