s-marton / SYMPOLLinks
(ICLR 2025) Mitigating Information Loss in Tree-Based Reinforcement Learning via Direct Optimization
☆21Updated 10 months ago
Alternatives and similar repositories for SYMPOL
Users that are interested in SYMPOL are comparing it to the libraries listed below
Sorting:
- We develop world models that can be adapted with natural language. Intergrating these models into artificial agents allows humans to effe…☆24Updated last year
- ☆60Updated 3 months ago
- Benchmarking RL for POMDPs in Pure JAX [Code for "Structured State Space Models for In-Context Reinforcement Learning" (NeurIPS 2023)]☆107Updated last year
- ☆49Updated last month
- Interpreting how transformers simulate agents performing RL tasks☆87Updated last year
- Official repository for our paper, Transformers Learn Higher-Order Optimization Methods for In-Context Learning: A Study with Linear Mode…☆17Updated 7 months ago
- Scalable Computation of Hessian Diagonals☆13Updated last year
- Decision Mamba: Reinforcement Learning via Sequence Modeling with Selective State Spaces☆41Updated last year
- Official Code for Local Search GFlowNets (ICLR 2024 Spotlight)☆19Updated 4 months ago
- Unofficial implementation of Conformal Language Modeling by Quach et al☆29Updated 2 years ago
- Learning to Modulate pre-trained Models in RL (Decision Transformer, LoRA, Fine-tuning)☆59Updated 9 months ago
- Code for the Population-Based Bandits Algorithm, presented at NeurIPS 2020.☆20Updated 4 years ago
- Our maintained PFN repository. Come here to train SOTA PFNs.☆94Updated last week
- Drop-in environment replacements that make your RL algorithm train faster.☆21Updated last year
- Solving the Abstraction & Reasoning Corpus with DreamCoder☆49Updated 9 months ago
- Repository for "Quality-Diversity Actor-Critic: Learning High-Performing and Diverse Behaviors via Value and Successor Features Critics" …☆16Updated last year
- Neuroevolution is a Competitive Alternative to Reinforcement Learning for Skill Discovery☆16Updated 2 years ago
- Code for the paper "Inference via Interpolation: Contrastive Representations Provably Enable Planning and Inference"☆42Updated last year
- ☆13Updated last year
- [ICLR 2025] Official implementation of DICL (Disentangled In-Context Learning), featured in the paper "Zero-shot Model-based Reinforcemen…☆22Updated 5 months ago
- ☆16Updated 2 years ago
- Experiment for Understanding the Effects of Dataset Characteristics on Offline Reinforcement Learning☆25Updated 2 years ago
- ICML paper on Shapley Values for Explaining Reinforcement Learning. XRL feature-influence method.☆20Updated last year
- Official Implementation of "Can Learned Optimization Make Reinforcement Learning Less Difficult"☆25Updated 2 months ago
- Repository for "Generative Flow Networks as Entropy-Regularized RL" (AISTATS-2024, Oral)☆34Updated last year
- [AutoML'22] Bayesian Generational Population-based Training (BG-PBT)☆28Updated 2 years ago
- Official implementation of ICML'24 paper "Offline Multi-Objective Optimization".☆21Updated last month
- Official implementation of "Direct Preference-based Policy Optimization without Reward Modeling" (NeurIPS 2023)☆42Updated 11 months ago
- Code for experiments on transformers using Markovian data.☆17Updated 7 months ago
- [ICLR 2025] Learning Transformer-based World Models with Contrastive Predictive Coding (TWISTER)☆28Updated 4 months ago