conftrace_
← Reinforcement Learning
Reinforcement Learning ›

Methods

6,493 papers (10 classified directly here)

Subtopics

Deep RL (3,886) Policy Learning (2,076) Multi-Agent Systems (1,019) Offline RL (726) Meta-Learning (25) Model-Based RL (12)

Papers per year

2
31
34
727
530
'05
'10
'15
'20
'25

Papers (including subtopics)

Convergence of Monte Carlo Tree Search in Simultaneous Move Games NIPS 2013
A Gang of Bandits NIPS 2013
A multi-agent control framework for co-adaptation in brain-computer interfaces NIPS 2013
Optimistic policy iteration and natural actor-critic: A unifying view and a non-optimality result NIPS 2013
Variational Policy Search via Trajectory Optimization NIPS 2013
A message-passing algorithm for multi-agent trajectory planning NIPS 2013
Online Learning in Markov Decision Processes with Adversarially Chosen Transition Probability Distributions NIPS 2013
Improved and Generalized Upper Bounds on the Complexity of Policy Iteration NIPS 2013
Reward Mapping for Transfer in Long-Lived Agents NIPS 2013
Online learning in episodic Markovian decision processes by relative entropy policy search NIPS 2013
(More) Efficient Reinforcement Learning via Posterior Sampling NIPS 2013
Approximate Dynamic Programming Finally Performs Well in the Game of Tetris NIPS 2013
Symbolic Opportunistic Policy Iteration for Factored-Action MDPs NIPS 2013
Estimation Bias in Multi-Armed Bandit Algorithms for Search Advertising NIPS 2013
Bayesian Mixture Modelling and Inference based Thompson Sampling in Monte-Carlo Tree Search NIPS 2013
Bellman Error Based Feature Generation using Random Projections on Sparse Spaces NIPS 2013
Efficient Exploration and Value Function Generalization in Deterministic Systems NIPS 2013
DESPOT: Online POMDP Planning with Regularization NIPS 2013
Point Based Value Iteration with Optimal Belief Compression for Dec-POMDPs NIPS 2013
Projected Natural Actor-Critic NIPS 2013
Policy Shaping: Integrating Human Feedback with Reinforcement Learning NIPS 2013
Regret based Robust Solutions for Uncertain Markov Decision Processes NIPS 2013
Probabilistic Movement Primitives NIPS 2013
Actor-Critic Algorithms for Risk-Sensitive MDPs NIPS 2013
Adaptive Step-Size for Policy Gradient Methods NIPS 2013