conftrace_
← Learning Types
Machine Learning › Learning Types ›

Reinforcement Learning

2,944 papers

Papers per year

22
14
284
419
'10
'15
'20
'25

Papers

SOPE: Spectrum of Off-Policy Estimators NIPS 2021
Agnostic Reinforcement Learning with Low-Rank MDPs and Rich Observations NIPS 2021
Conservative Offline Distributional Reinforcement Learning NIPS 2021
Understanding the Effect of Stochasticity in Policy Optimization NIPS 2021
Explicable Reward Design for Reinforcement Learning Agents NIPS 2021
BCORLE($\lambda$): An Offline Reinforcement Learning and Evaluation Framework for Coupons Allocation in E-commerce Market NIPS 2021
Exponential Bellman Equation and Improved Regret Bounds for Risk-Sensitive Reinforcement Learning NIPS 2021
The best of both worlds: stochastic and adversarial episodic MDPs with unknown transition NIPS 2021
Interesting Object, Curious Agent: Learning Task-Agnostic Exploration NIPS 2021
Accelerating Quadratic Optimization with Reinforcement Learning NIPS 2021
Provably Efficient Causal Reinforcement Learning with Confounded Observational Data NIPS 2021
Finite-Sample Analysis of Off-Policy TD-Learning via Generalized Bellman Operators NIPS 2021
SILG: The Multi-domain Symbolic Interactive Language Grounding Benchmark NIPS 2021
Reinforcement Learning in Newcomblike Environments NIPS 2021
Two steps to risk sensitivity NIPS 2021
Nearly Minimax Optimal Reinforcement Learning for Discounted MDPs NIPS 2021
Learning in Non-Cooperative Configurable Markov Decision Processes NIPS 2021
Policy Optimization in Adversarial MDPs: Improved Exploration via Dilated Bonuses NIPS 2021
Sample-Efficient Reinforcement Learning for Linearly-Parameterized MDPs with a Generative Model NIPS 2021
Optimal Policies Tend To Seek Power NIPS 2021
Dr Jekyll & Mr Hyde: the strange case of off-policy policy updates NIPS 2021
RL for Latent MDPs: Regret Guarantees and a Lower Bound NIPS 2021
Active Offline Policy Selection NIPS 2021
Adaptive Ensemble Q-learning: Minimizing Estimation Bias via Error Feedback NIPS 2021
Symbolic Regression via Deep Reinforcement Learning Enhanced Genetic Programming Seeding NIPS 2021